💬┊general

[obtuse oriole]

All the best buddy

[floral obsidian]

@torpid flower what is the highest score you achived in the tutorial

for titanic

[torpid flower]

0.79

[arctic plume]

Should I go through all the python guides before trying titanic?

[last finch]

Hi, I want to get into deep learning. Please is there any documentation, courses or yt channel that you guys can recommend? Thanks

[livid cedar]

Hi, I learn about machine learning and data science

[torpid flower]

@arctic plume go for it. Learn as you build the model. @last finch I’m building a deep learning series in Nov/Dec

https://youtube.com/@RyanNolanData?si=YuamTfudIz-HIW43

[heavy fiber]

I am here to learn EDA and ML.

[heavy fiber]

no it is not necessary. you should have enough knowledge though. mostly loops and conditionals should suffice. If you already had knowledge on python there is no need to go through the guides.

[misty latch]

I'm here to discuss interesting problems in the competitation

[jade wyvern]

Hello community....lets make this a win-win🤝

[torpid anvil]

hi i would like to learn about machine learning

[swift rune]

Hi guys i want to learn machine learning with kaggle competition

[fast inlet]

Is it possible to shut down the computer and keep the train td kaggle model on?

[real plover]

yea

[floral obsidian]

you can also save the model locally

[autumn summit]

Hi everyone! I am new to the world of data science, i am overwhelmed by the things going on kaggle, i have tried to do activities here and there but i would highly appreciate if any experienced learner can help out or take me in a team, so i can grasp on concept and other necessary stuff and become efficient on kaggle. Thanks

[ancient musk]

i passed a json doc into model using langchain and when making an inference of the RAG model it does not seem to be responding based off the json data specifically, when asking it certain questions that should have a good response. Do i need to restructure my Json Data away from the nested dict style to something more condensed?

[arctic plume]

if the notebook is active it will continue to run

[last finch]

Okay. Thank you

[balmy lake]

If you save and commit, the notebook continues to run in the background.

[sullen shell]

Hi My name is Angel and I am new to data science. I look forward to learning all that I can so that I may do this full time. Any advice is greatly appreciated and cant wait to meet you all!

[torpid flower]

Start with titanic and house prices

Trying my first competition after them and it helped a ton

[hallow skiff]

Hello,, I'm an swicth carrier and I'm here to learn Machine learning, EDA and whatever about Data Science

[spring dragon]

Hi everyone, I'm just getting started with competitions.

[jovial musk]

Hi guys , just finished working on New York taxi trip duration prediction. Here is my notebook, please check it out. https://www.kaggle.com/code/nishchay331/pc-1-new-york-city-taxi-trip-duration . If you have any suggestions on improvement or any better idea , feel free to let me know . Thank you.

[wicked berry]

welcome to kaggle community !

[true tree]

I'm Andazi, new to data science and eager to excel. Please check out my recent project at this link: https://www.kaggle.com/code/andazi/economic-analysis-of-nigeria/ I'd greatly appreciate any suggestions or corrections you can provide. Thanks a bunch

[acoustic pawn]

can anyone point me to a dark mode setting for the site? I have cataracts 😦

I have the dark reader extension, and usually it does well. Unfortunately it seems to affect some of the elements on the page in a negative way I've experienced so far

[tropic barn]

its better to download the app in phone or laptop which has dark setting by default

[upbeat needle]

pp

[round bobcat]

how to ensure that the usability factor of a dataset is good while uploading a dataset?

[compact osprey]

need in harry a satellite dataset for a segmentation graduating project!

[ancient flume]

Hello everybody, I wanna ask you, can we increase the amount of augmented dataset from the given dataset in tensorflow.

[reef tiger]

Heyy folks, any suggestions like tutorials to start working with tensorflow???

[tribal oar]

I had this same question! They actually give you little tips like describing your columns, data, etc

[subtle gull]

How I can join various groups here?

[short wedge]

Check out id:browse to see all the channels available.

[random elm]

guys i have a question

how do i import all of the jupyter notebooks from github into my machine?

for the fastai course

[round bobcat]

If all the notebooks are in a single repository you can just clone the repo to your local machine either by downloading the zip file or by using the git clone command

[random elm]

thank you so much

[random elm]

i downloaded jupyter notebook on my mac with all the fastai modules

but it says modulenot found error

could someone please help?

[frank breach]

I'm create text to emotion speech converter but don't know how much cost or gpu required

Can anyone help me on this?

[regal owl]

Hi Everyone! 👋

I'm a Kaggle noob who likes drinking chai 🍵

[spring radish]

hi

[dapper shore]

Hello

Expecting some pin message to know what I miss till now!

[arctic plume]

[frosty cliff]

Ahoy,
Here for fun and learning from others!

[green flume]

Is kaggle site working for you? Since yesterday I am facing lots of problems on the site
It frequently crashes
I am not able to create datasets from notebook outputs
Notebook outputs are not properly visible

[amber hollow]

It is ok for me

[rich halo]

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=DfWpXuwSFc8

[elfin tartan]

Hi to everybody. I have studied a little the basics of ML and would like to start building models to make a portfolio and/or participate in competitions. Have a good weekend.

[spare harness]

Hello, just a former football player from Mississippi interested in the Big Data Bowl

[wicked berry]

hey guys

i am currently doing b-tech cse with ibm specialization

and i am in 3rd year

what courses do you prefer me for good opportunities

@here

[gritty cypress]

bonjour à tous je suis étudiant en 5ème année de formation professionelle dans le domaine du big data et statistique ravi d'etre ici parmis vous

[crimson spear]

Hey, anyone taking part in HackSquad 2023?

[drowsy anchor]

Hello Everyone, Myself Nitish Pal. Learning Machine learning and trying to exploring this exciting world of AI/ML with kaggle .

[hardy cedar]

Hi all This is Umesh Ramanathan!! Feels great meeting a lot of people of my domain

[rich locust]

hey guys i am a data scientist student and looking forward to getting into kaggle competitions and expanding my knowledge in machine learning

[hazy gale]

Hi there! I'm here to compete in the "Open Problems – Single-Cell Perturbations" competition.

[forest sparrow]

Hello everyone, I am Toheeb Kayode. I am an Data scientist in training, I am here to to build on my existing proffessional network and partake in competitions.

[vale bough]

Hi, if I have ideas for Kaggle, where can I write to them?

[fresh aspen]

heyyy!!!

[still hatch]

You can either write them on the feature submission forum on the website, or on the Kaggle feedback thread on the discord server, for something less formal.

[past onyx]

hi

[vale bough]

Can I write it to someone in DM? I prefer talking to person

[strange cliff]

I'm Grace, an information project management student, and my passion for technology has led me to love data analysis too. I'm delighted to be part of the Kaggle adventure.

[slender marsh]

HI I'm Jose, I'm starting in the Data Analysis World

[verbal dawn]

Check out this explosive natural crystal rough stone gold winding unshaped bracelet. It's stunning jewelry that will add a touch of elegance to any outfit. Get yours now at https://www.quickstore.pro/products/explosive-natural-crystal-rough-stone-gold-winding-unshaped-bracelet-jewelry-crystal-bracelet. Don't miss out on this beautiful accessory! 💎🌟

[glass smelt]

is there any available sources for high accuracy deepfake image (binary) classifier?

[hoary seal]

Hi I'm Rocky. I currently work in data analytics but looking to build my skills and hopefully move from what I currently to sports analytics.

[wet seal]

Hi, I am new here

[echo pasture]

how do you get a bronze in datasets, is that like uploading data to https://www.kaggle.com/datasets ? I guess you have to collect some data from somewhere and clean it up right, I guess that's probably good to practice

[valid cedar]

Hello, I'm Noah....finished my masters in Statistics then raised twins....now trying to re-learn and update for job search

[icy moss]

yes, you need to put out a dataset on kaggle then get a few upvotes and you will have a bronze medal

[gilded drum]

Hello, I am Ridhima, a recent graduate in data science, looking to build my skills and trying to land up with a new job

[livid bluff]

Hi i am a software developer in the field of web development using technologies like angular javascript and .net etc. i am MCA passout in 2020. now i want to explore my knowledge in the area of ML . i am a beginner so thats why i am using kaggle. Thanks.

[lyric hollow]

Anyone here familiar with yolo and darknet?

[cosmic torrent]

Hello! Good to see you here. Already looking forward to your weekend reading list post haha

[compact osprey]

i will do segmentation on xDB dataset which contains images and masks each one has an image or mask pre-disaster and post-disaster how I preprocess this data and make it ready for my model and how the model will be so I can give it the two images before and after and their labels to give me the final mask ??

[unique token]

hey did u check this link https://paperswithcode.com/dataset/xbd, there are few papers acutally implementing models

[unique token]

it even has the gihub repo

[fierce grove]

Hi everyone !

[spark mist]

Hello~ I'm here to learn all about kaggle 🙂 🙂

[earnest warren]

Hi, I am Dhruv. I have started learning and making projects in ML and I am new to Kaggle and looking to learn from you all

[fleet flame]

Hello everyone

[floral isle]

Hello, I'm a data scientist from greece and I like to tackle on new challenges!

[woeful cliff]

Hi all, I am Mayuri from India working as a freelance data analyst. I write blogs and notebook on data science for helping beginners to understand the concepts easily. Happy to connect with you all.😊

[supple wing]

Hello everyone, My name is Hritwij and I'm from Maharashtra, India. I love in depth Machine Learning and to learn the whys and hows. I'm here to ask a lot of questions and learn with you all. Also I'll share whatever opinions that I find reasonable. Happy to connect with you all 😄

[swift matrix]

Hi, I am a master's student in statistics, undergraduate civil engineering. Good luck to everyone for the private score.

[jaunty bane]

Hi all, love for technology has led me here. Looking forward to learning with you.

[cinder stratus]

Happy to meet you

[cinder stratus]

Same

[wicked berry]

hey, is there something wrong with Kaggle notebooks today. seem to be taking awfully long to start up?

[shy lance]

Yes,facing the same issue. Can't open the site.

[wicked berry]

i found it was a problem on my end. and things r fine now

[rain wave]

hi

[mint void]

hi

hi

id:guide

[wicked berry]

hey, are there any datasets related to Tax laws in India or US in Kaggle??

[rain wave]

hi i am a beginner how to tune your model to make it perfect for example when to add a dense layer or a drop out is there a course/book for that?

[stable wren]

anyone of you currently working in the tech industry?

[compact light]

Hi all, very junior newbie here. Quick question, what do computer science use for note taking apps? Thx

[still hatch]

Usually when I take notes I use Obsidian.

[sinful sun]

Hello im a masters student intrested in ML, looking forward to learn from you all

[mint yoke]

what you think guys ? is it great performance of a model >

?

[cursive cypress]

Hello everyone I'm a software engineer & full stack developer as major of mathematic.

[granite dome]

Yes, performance is same in both training and test

[mint yoke]

I improved more but can't go past that

[granite dome]

Maybe more dataset or hyperparameter tuning should do something

[atomic trench]

Hi everyone! I'm MaryKat_ -- I work as a parapro in a special needs classroom. I am learning Python, SQL, JavaScript, and HTML.

[mint yoke]

current performance loss decreased mse is 0.1812 on standford rna project want to decrease more

this is model what can else i can do

[compact osprey]

I studied NLP basics and now learned about transformer and implemented it, I now didn't know what to do next
what i have to learn and what i should do??

[mint yoke]

Deploy them

Learn to fine tune them

For specific tasks and try to implement them , or deploy and test it

[fluid schooner]

I'm in my process to complete data science course from coursera. Now I want to start competing in kaggle competitions. If any one can guide me in competitions and help me get data science job without a degree. Pls reply

[slate escarp]

[mint yoke]

I tried to solve it both ways like using sequence model and artificial Neural network but both models getting same mean absolute error. Did cross validation, did features engineering able to improve slightly but no luck can go past 0.18 mae , anybody knows what else I can do like domain knowledge perspective? Stanford ribonaza RNA project

[sand galleon]

Hi everyone, hope all are ok. Does anyone recommend a good, complete and free (lol) guide for timeseries analysis?

[crude turret]

Anyone else unable to click "submit predictions" to submit competition files?
Chrome and Edge both have this issue

[safe violet]

what's a nice follow up to the Titanic challenge?

[echo pasture]

I like the banner

[obtuse oriole]

yeah I do use that button, did not face any issue, if that's a temporary issue I did not submit for the last 2 days (I use chrome)

[tribal river]

Hello, this is my first time here.

[left rock]

🚬

[wicked berry]

How fast are kaggle notebook GPU compared to Google Colab?

[storm jewel]

Which course are you completing?

[glass apex]

I am getting different values when i try to check shape of train data in colab. can anyone help me?

[thorny mist]

Hi this is my first time here i am an engineering student at CMU studying AI

[broken lodge]

Hi, I'm new here. Would anyone like to team up with me for the competition?

[harsh pilot]

Hi, I would like to join your team. I am new here as well

[vital siren]

heyy..... I want to make a team on kaggle. hit me up if you want to join my team!

[plush rune]

I would like to join your team. I am new here as well

[trim rivet]

yoo yoo hey i am new

[broken lodge]

That would be great

[jovial gulch]

hii...i would like to join

[jovial gulch]

guys i am new to kaggle

i made a submission of titanic

[old umbra]

i wanna join a team too

[jovial gulch]

I would like to join. do you wanna join too ? @old umbra

[old umbra]

Yeahhh

[novel idol]

anyone who uses rx 6650 xt i need some help?

[tough copper]

Uh, hi guys I'm new to using Kaggle. Where can I find an introduction/guide to using Kaggle. I'm a student and would like to participate in competitions as well to include it in my ECs for college applications. It would be really helpful if someone could show me the ropes.

[jovial gulch]

did you checkout https://www.kaggle.com/competitions/titanic/overview ?

[tough copper]

Yea, I saw an ad on that joined kaggle

But idk what to do at all

I have no idea how all this works

If it helps, I know how to code in python

[jovial gulch]

i am also kind of on the same boat...am a beginner

check this https://www.kaggle.com/code/alexisbcook/titanic-tutorial/notebook

this is the tutorial for that

[tough copper]

aight, ill check it out

im reading the overview and all rn

how long do these competitions go on for?

[tough copper]

wait, how do I accept the rules and join the competition?

oh it's ongoing, my bad

[jovial gulch]

@tough copper checkout the video in this one too

[fervent garden]

hello , i have found kaggle's github organization , did anyone know how can i join it?

[jovial gulch]

Isn't there a request join option there ?

[jovial gulch]

I seriously recommend getting any degree if you are in india

[brave jungle]

Hi I am Venkat Sai. I am a Sophomore from India. Love to be here...looking forward to learning a lot from all of you!!!

[jovial gulch]

how do i increase my accuracy ?

i don't know where to start

[shut crypt]

Hello! kagglers I'm glad to be part of you!

[undone cradle]

Depends on your data, and what you want to do

[jovial gulch]

so i am doing the titanic competition...you must have done it already ?

[modern temple]

Hello everyone! I am glad to become part of this community! 👍😀

[hollow flare]

Hi everyone

[dull breach]

Feature and model selection

[jovial gulch]

how to do that...am a beginner

[dull breach]

Do you know EDA and logistic regression?

Titanic model can be made using those things

https://youtu.be/6IGx7ZZdS74?si=oMPb87rrqxRoe09J

I followed and did his work. You will get to know many things.

@jovial gulch

[jovial gulch]

thanks a lot for this...let me go through

[steady thunder]

hello everyone

https://www.kaggle.com/tamsquare/code my competition submissions and notebooks here if you upvote i will be appreciated thanks!

[jovial gulch]

@admins @moderators can we have a voice channel plese

[jovial gulch]

@candid sandal

[rich halo]

vishruthvs has been warned

Reason: Bad word usage

[brisk nacelle]

Feature engineering might help

[jovial gulch]

how to do that

[obtuse oriole]

check kaggle notebooks, google, yt tutorials, tonnes of content available online

[brisk nacelle]

It is a whole concept, so you should be researching on it and apply the applicable feature engineering techniques for your data.

[limber yoke]

hello guys I am new to machine learning but I find it interesting hoping to get to know interesting things

[weak heath]

Hi guys, how I can find the notebook in kaggle sites

I am new

[surreal wing]

Hello all. I am in my last semester of an applied math degree, and interested in ML/modelling, finance, and this year a lot of LLM stuff (prompt optimization and agent architecture mostly)

[weak heath]

Hello @surreal wing

[vale bough]

What do you think about learning solution from past comptitions? I mean, I have opened this thread (https://www.kaggle.com/discussions/questions-and-answers/451632#2508772)

[native cradle]

Hello!

[wicked berry]

Hello eveyone

[humble phoenix]

Hi Everyone

[visual flint]

Hi everyone, I just open sourced Colab2PDF and I'm trying to promote it.

Colab2PDF: Convert your Colab notebook to a PDF. No configuration necessary.

• The novel thing about this conversion method is that it doesn't require you to type in any filepaths or filenames.
• While configurable, it doesn't require any configuration to run (just copy-paste-run).
• It's also built on top of Quarto (which is built on top of Pandoc).
• It has TinyTex built in, so you don't need to apt install large LaTeX packages.
• It also auto-installs any necessary LaTeX packages on-the-fly.
• Less than 100 lines of code.

https://github.com/drengskapur/colab2pdf

[torpid cobalt]

Hi everyone I'm a developer with a business background that is in the process to learn more about Data Science

[sleek gulch]

hi

[umbral marsh]

Hi every one I am a researcher and a student

[fair cliff]

I hope you have all see this https://chat.lmsys.org/?utm_medium=email&utm_source=gamma&utm_campaign=-lmsys-2023
Would love to discuss such topics in a dedicate channel for LLMs but the NLPs channels are also cool for it, what do you all think?

[upper snow]

tbh I'm not so excited by new models anymore. There's so many of them all claiming to be better than the others... I am actually more interested in work that make these models useful in a production context, e.g. more efficient serving, running on resource limited hardware, how to link with internal document sources etc

[quartz gulch]

Interesting! I'll check it out later

[earnest delta]

hello all I have recently joined to my first kaggle competition, but what in the rules of that competition it says "Internet access disabled", does that mean I can't import external libraries?

[jovial gulch]

thanks

[jovial gulch]

thanks

[marsh halo]

Im excited

[molten hawk]

Generally how much time and effort does it take to become a competition expert ?

[rough harness]

I have a personal technical blog, where I write article and tutorials whenever I get time. You can take a look and search for your need https://dhirajpatra.blogspot.com
If any related post you want me to write kindly let me know. Thank you.

[lament bloom]

How to remove missing values from the train data?

[wary dawn]

You don't. Rather then dropping points or features, or imputing values, there are some techniques that let you train ML models with NaNs in the feature matrix. XGBoost for example works really well with missing values. If you want to train other ML models (like linear models, SVMs, neural networks, etc), you could use the reduced features approach. https://www.jmlr.org/papers/v8/saar-tsechansky07a.html

[cursive moat]

@wary dawn so what XGBoost put in missing values

[wary dawn]

It leaves them as is. When it's time to split a feature that contains missing values during training, XGBoost checks whether it's more advantageous to put samples with missing values to the left or the right leaf based on the gain. This is pretty neat because if missingness in a feature correlates with the target variable, XGBoost learns it and makes your predictions more accurate. If you were to impute or drop points/features, you might miss out on this and the model performance would suffer. Check out Section 3.4 of the XGB paper for more details. https://arxiv.org/pdf/1603.02754v3.pdf

[cursive moat]

@wary dawn But if we leave NaNs value, then it will difficult to do normalize and changing categorical into numerical value. I don't know how I have to proceed with that

[wary dawn]

Sklearn's standard scaler normalizes continuous features with NaNs based on the means and stds of the non-missing values so that's not a problem. If you have missing values in a categorical feature, replace the NaN with the string 'missing' or something similar and use the one-hot encoder. The missing values will be treated as another category and a corresponding dummy feature is created. If you have missing values in an ordinal feature, replace NaNs with the string missing, decide where the missing category falls in the ordered list of categories, and then apply the ordinal encoder.

Once you are done with preprocessing, there should only be NaNs in continuous features.

[mild ridge]

Hi!!
I need to find articles/competition that Find your ideal payment by changing loan amount, interest rate and term and seeing the effect on payment amount.

D you know ?

[cursive moat]

@wary dawn thanks for this much explanation

[halcyon leaf]

Hello,
does anyone have any access to a heathcare dataset - related to dengue
I wanted to make an AI model for predicting if a person is suffering from Dengue...
Something like this one https://www.kaggle.com/discussions/general/91461 Preferably something with less null values for accurate predictions

also I was trying out for a social-enabled solution - something dealing with SDG's, And the project idea shouldn't really exist or it should be development of a project idea to something better
your suggestions/advices would be of great help!

[halcyon leaf]

also
Am working on an ai project and there seem to be many null values in the dataset
would you advice me to go with fillna or dropna?
also If I use fillna and fill in avg random values wouldn't it affect the dataset?

And since the project is dealing with Healthcare would there be a huge affect if I add in avg values.

[wary dawn]

One more thing: sklearn is moving towards estimators that handle NaNs. https://scikit-learn.org/stable/modules/impute.html#estimators-that-handle-nan-values

[cursive moat]

@wary dawn one less thing to do, but it will increases time of training model

[pastel whale]

can anyone here endorse cs.CV on arxiv? If so, would you be able to endorse me?

[wary dawn]

Why do you think that?

[cursive moat]

@wary dawn model have to put some value which best fit the null values

[rich saffron]

If you have more than 50% nan values just drop the column
If it’s less than 20% use either mean or mode depending on if it’s a categorical feature or not

[fallen marlin]

Hi yall, anyone know active servers/communities to learn prompt engineering?

[wary dawn]

Nope. Again, XGBoost does not impute, no value is 'put' to 'best fit the null values'

[halcyon leaf]

More than 50% but If I drop that column it would affect prediction

so how do I go about it?

[rich saffron]

Usually if nan values are greater than 50% it’s not important

But then again depends on the feature and particular dataset you’re working with

[halcyon leaf]

cool thanks!

[sand galleon]

Hi guys is anyone also unable to select any GPU on the accelerator tab?

[rich saffron]

Which dataset were you working on though?

I can give a better answer then

[gritty salmon]

Hi, I believe I had this problem, I believe I solved it by doing the phone verification of my account (in your settings)

[sand galleon]

Hi! @gritty salmon thanks for your reply! In my settings under the phone verification section it says "verified". I'm also pretty sure I did the verification a while ago. 😦

[pastel whale]

Thebloke has an active community

[solar ore]

Hi !
I'm new here !
Can anyone tell me how to do projects on Kaggle ?

[arctic plume]

take a look at the titanic

and the guides

[halcyon leaf]

Its not really a public dataset but its a dengue dataset
https://www.kaggle.com/discussions/general/91461

[gritty salmon]

Ok, so I can't help you more. I hope you will find an answer to your question, maybe you will be more lucky if you ask in #❓┊ask-a-question (if you hadn't already ask there)

[sand galleon]

Cool will do! Thanks 🙂

[gritty salmon]

:)

[cursive berry]

hello there

[bold horizon]

hi

Does anybody know if Kaggle has any university or college datasets that has 2 or more tables (like Student table, Class table, other tables) so I could design a relational database on SQL

[glass karma]

Hi all, created a notebook on Time Series clustering using a statistics method called functional data analysis (FDA). Please take a look and let me know what you think if you're interested: https://www.kaggle.com/code/yuqizheng/time-series-clustering-with-fda

[lethal patrol]

are all the competitions in kaggle machine learning based?

[storm ridge]

Let's connect on Kaggle! https://www.kaggle.com/akshitsharma1

[lethal patrol]

can anyone who has completed the python course please dm me?

[steel sorrel]

is there anyone who knows how to take multiple inputs in tf model i am having trouble preparing data

[fresh aspen]

as of to your second question, the choice between fillna and dropna is determined by the nature of your dataset and the significance of the missing values. If the number of missing values is small and dropping them will not significantly increase the size of your dataset, you may choose to do so. If dropping them means losing valuable information, filling them with appropriate values (such as the mean) is a good alternative.

[fresh aspen]

i can help with that

but before getting started need to have a perfect dataset which relates to ur desire

[halcyon leaf]

yea dataset The right one I am not finding...

The AI Model Part and deployment with flask I can work on that but dataset I am not finding the right one

[fresh aspen]

wait

btw why flask ??

oh deployment , ok

@halcyon leaf i cannot find any datasets.. what if i publish my own dataset .. are u willing to use it ??

also i need to grow my tire progress in dataset..

[halcyon leaf]

well I need accurate results...Like idt we can make a dataset like dengue one

As its medical report

and its going to be a social enabled solution so it requires accurate results

[fresh aspen]

i have sample results..

i don't think i have real life data with accurate medical reports

[halcyon leaf]

yea I would require real life data preferably

with accurate medical reports

[fresh aspen]

let me see....

@halcyon leaf btw you can take a look at this dataset .. just made and published few seconds ago
https://www.kaggle.com/datasets/dipayancodes/dengue

Note - it's just a sample

[halcyon leaf]

Yea its good but I would want accurate stuff...

[fresh aspen]

@halcyon leaf heyyy check here

https://data.cdc.gov/NNDSS/NNDSS-TABLE-1J-Dengue-virus-infections-Dengue-to-S/9axm-gjt8

i just found this dataset from government website.. ig it will work for u.. it contians accurate data..

just click on export and then .. export to csv

[halcyon leaf]

thats number of cases in an area

[zealous solstice]

does anyone have experience in mcq question genrate using NLP, I mean how should I approach a problem

[fresh aspen]

need to research well then lol

[halcyon leaf]

Hello,
How to work with Over-fitting model?

[dreamy gate]

Mitigate through various strategies like cross-validation and hyperparameter tuning ..etc

[halcyon leaf]

Cool thanks!

[zealous elbow]

Hi everyone!

I'm just starting to work on Kaggle. Would you advise where to start and what should be solved? Preferably with links. Thank you in advance!

[weak heath]

ok

[weak heath]

failed to submit what happen?

[zealous solstice]

Reached at kaggle expert position, learned alot. Datascience community grows by sharing ideas
Thanks alot I m really loving this journey, participating in competition making new friends.

https://www.kaggle.com/sb0702

[vivid stratus]

Hi, I am new here. https://www.kaggle.com/chinzorigtganbat

[fresh aspen]

it was a great experience from learning and reasearching from kaggle .. today i am thrilled to say that i reached contributor tier :))
https://www.kaggle.com/dipayancodes

[wise cargo]

Hi, i joined on the lux challenge and now also looking into the Enefit

[cyan maple]

I'm an AI student and new here!

[cinder adder]

Hello

Everyone

I am a recent graduate

[storm ridge]

Hi, when awarding medals.. Does Kaggle also consider how old a notebook is? Like my notebook is 5 months old with 27 upvotes (22 non novice), yet it hasnt got silver medal

[waxen hearth]

Hi Everyone. Im data scientist trying to improve my skill and knowledge.

[zealous cedar]

hi i was wondering if i could use ngrok to open a tunnel in order to remotely collect training data, i am taking part in the UBC Ovarian Cancer Subtype Classification and Outlier Detection competition

im passing this data to another computer with wandb...

[zinc stratus]

I have to make a chatbot for education purposes like I have a json file as a dataset. I have to make a chatbot that answers from the dataset. Does anyone have any idea how should I approach the task

[runic trout]

do you have experience with NLP and chatGPT?

[zinc stratus]

@runic trout I have some experience with NLP but not with gpts

[runic trout]

dont worry! do you have experience training of any model ?

[obtuse oriole]

u can start with searching what is qna models, how to make closed domain qna models

[proper birch]

Hi everyone! I'm Maria, new to the data science field and also to Kaggle. I'm here to learn and practice!

[tight atlas]

Does Kaggle have any plans to improve the editor?

I'm really missing PyLint and Black integration.

[surreal wing]

I sure hope so. Just customizable keybinds with editor emulation so my emacs muscle memory stops screwing me up would be a godsend

[robust flint]

Hi this Harsha K , I am new to data science field and also to kaggle . I'm here to learn and practice !

[tribal oar]

Is Kaggle down for anyone else?

[coarse heart]

it was, now its working

[tribal oar]

Did they solve the issues from last night?

[barren ermine]

Hey everyone 🙂 I just made a notebook on powerlifting (squat) and i was wondering if you could give me some feedbacks since im new to python and pandas !

Heres the link : https://www.kaggle.com/code/sebastienmotionstats/pandas-in-depth-squat-guide-and-data-2023-11-16

Hope you like it and please comment the notebook so i can see the feedbacks 🙂

[barren ermine]

kaggle is down for me right now 😦

[quick dune]

Hi everyone, I'm Leo a Biomedical engineering student but I'm so interested in doing machine learning, I hope to learn alot here.

[runic trout]

great!

[restive frigate]

hi everyone! i wanted to see if there's folks who'd be interested in a voice chat discussion about open versus proprietary models and how you use either / or / both. if you're interested, react to this post or reply and i'll try to find a time for next week. thaaanks! #llms message

[runic trout]

great!

[ornate cedar]

is there any model that is particularly good for sentiment analysis? I would want to go from a string (a tweet for example) to a float between -1 and 1, just to know if the tweet is saying something positive or negative and how good/bad it is, what model would you use to train this type of data?

[stiff vessel]

Hi Everyone. I'm undergraduate student trying to improve my skill and knowledge

[wicked berry]

So many members but the server seems inactive

[wicked berry]

^-- 👍

🙂

@wicked berry I think people are busy writing code, and have all notifications turned off

[grand tide]

This is true for me haha

[arctic plume]

the server is pretty inactive in general

[glass sky]

For the mohs-hardness regression data set, where can I find what the acronyms of the features actually are e.g. whatis "el_neg_chi_Average". Am I just supposed to google this or is there somewhere I can find this for future competitions also?
'https://www.kaggle.com/competitions/playground-series-s3e25/data?select=train.csv

[stoic barn]

I am new to competitions and I just saw the impact EDA could have on performance metrics, any tips for a rookie like me?

[stoic barn]

This is going to be a chemistry term, I think el is electronegative

Its an electronegativity measure if I am not wrong

this is as far as my chemistry knowledge goes

[soft summit]

general q but does anyone know how to solve this azure error?

[ornate cedar]

How does one disable internet on a notebook

[molten grotto]

On the right hand side panel of your notebook there will be an option to do so.

[torn oak]

hi y'all just curious about the environment, does everyone have their own gpu? or do you guys pay colab pro to run the models?

[ornate cedar]

Thank you

[wicked berry]

Hi all, how are we?

[wide tartan]

Hi, does anybody know the SOTA AI for generating a talking head video with picture and audio as input?

[covert sundial]

@torn oak we use GPUs connected to GCP instances. They require some setup but make it easier to manage to get a project started.

[vague summit]

is this better than paying for something like lambda cloud? here are their prices for reference https://lambdalabs.com/service/gpu-cloud#pricing

[covert sundial]

Maybe.
Regarding local vs. cloud based GPUs, it’s easier to launch a VM with GPUls and tune/scale as needed. If you need bare metal or have on-prem requirements, then go local.

[ember tusk]

I'm using Paperspace - they have two options, either running a dedicated VM or using notebooks in a similar way to Kaggle/Google Collab, with an option to connect to the jupyter remotely from your own editor

[bold horizon]

When a job asks for at least 1 year of experience in data analytics, could creating your own personal projects count as experience

[covert sundial]

If a public community has seen your personal projects and commented/collaborated on them, then it would worth asking the job to consider them qualifiable. Just make sure it’s a year’s worth of projects 🙂

[bold horizon]

That’s what I been doing 👀

[covert sundial]

Give it a shot. Stand by your hard work 🙂

[fickle berry]

Hi y'all!

is everyone here?

[stoic barn]

Heyy there

[stoic barn]

I guess so

[teal sail]

hello

[sturdy maple]

Any pandas active learner out there ? I would like to share some code and also learn from yours!!!

[stoic barn]

heyy

yeah fore sure mate

[frail pulsar]

Hey all I just joined the channel looking forwards to connecting with all of you through this journey

[rich halo]

arun.balaji has been warned

Reason: Posted an invite

[silk zinc]

Hello! Just starting on my Kaggle journey and studying machine learning outside of work. Looking forward to making connections 😄.

[fallen fossil]

i too new in kaggle, i want learn data sciences with kaggle, and i will want know What topics do I need to prioritize?

[noble arch]

test

[wooden rune]

Hi. My name is Marco. I'm new in Kaggle, but very excited already for I hope to improve my ML knowledge.

[wicked berry]

@fair cliff Could I DM you?

[fair cliff]

Sure you can, how would I be able to help you?

[wicked berry]

Thanks, I just need a simple guide about AI and ML

[zealous solstice]

visit my NLP Project

https://medium.com/@smn.acm/bigbasket-products-query-engine-bert-qdrant-718bee72143a

[rich halo]

amoi_ty has been warned

Reason: Posted an invite

[ivory basin]

Kaggle does not allow what they call "self-promotion," which includes links to your own work in discussions. In the absence of being able to share links to notebooks and datasets, how do people get noticed on Kaggle? Competitions are one way, but what about work done not related to competitions?

[quartz gulch]

You can post links to your work on #🔗┊sharing-projects. And also promote it on other Data Science-related channels on Discord.

[ivory basin]

I assume this is commonly done. Why does Kaggle frown on this type of sharing? It seems that it is incredibly hard to share a notebook or dataset otherwise.

[short wedge]

@ivory basin The issue is that the forums get flooded with people spamming their work. We'd rather you focuss on making great work and let the hotness algorithm do the work of promoting for you. As mentioned, it's fine to share your work in the #🔗┊sharing-projects channel, but we've had to be strict about stopping people sharing work everywhere since it overwhelms the forums and makes them useless to everyone.

[ivory basin]

I could definitely see the forums being overrun with spam.

[soft trellis]

in titanic dataset how is the name column given? is it with place and name?

[solemn goblet]

Hey, I've just started with machine learning courses and will work with Titanic data. I'd love to talk a peer, or someone who completed it already 🙂

[olive rampart]

Hello, all

I wanna build a sign language interpreter. I got the idea from kaggle isolated sign language competition. Now, I don't know where to start, what to learn and where to learn it. I don't understand the code of the notebook in that competition. Do you know any roadmap I could follow on where to start, what to learn and where can I find the resources?

[outer cape]

Has anyone ever tried to use a LLM for chunking?

[jagged warren]

test

[rich halo]

hygen0 has been warned

Reason: Posted an invite

[bold horizon]

You guys know any helpful resources for better communicating as data analyst

[ripe grotto]

I'm also curious about that, and do you have any system/method to record your process during data analysis and presenting it to others (also not technical co-workers) 🙂

[ivory basin]

The Storytelling with Data podcast is really good. https://podcasts.google.com/feed/aHR0cHM6Ly9zdG9yeXRlbGxpbmd3aXRoZGF0YS5saWJzeW4uY29tL3Jzcw?ep=14

[ivory basin]

I also just saw this in Nature.

https://www.nature.com/articles/d41586-023-03393-9

[woeful cliff]

Exciting News for Badminton Enthusiasts! And Data science people 🥳

I've compiled a comprehensive Badminton World Federation (BWF) Rankings Dataset featuring Men's and Women's Singles, Doubles, and Mixed Doubles.

Dive into the world of shuttle supremacy!
Check out the dataset on Kaggle:
https://www.kaggle.com/datasets/mayuriawati/bwf-badminton-rankings-singles-and-doubles

Let's explore the stats and trends together!
Feel free to share and discuss.
Happy analyzing 😎

[rich halo]

vicky_07. has been warned

Reason: Posted an invite

[upbeat slate]

test

[wicked berry]

Hey my kaggle buddys, just want to ask if somebody did join the following competition: https://www.kaggle.com/competitions/playground-series-s3e24/discussion/450325 maybe we can exchange and improve our training models, thank you 🙂

[bold horizon]

No, I feel like presenting will be most difficult part of my job cuz I’m introvert

[bold horizon]

Thank you 🙏

Any data analyst here

[open quail]

same 😦

[wicked berry]

is kaggle down?

[candid thunder]

SOS

KAGGLE DOWN

send help

[indigo hound]

Is kaggle down?

[wicked berry]

yes

[indigo hound]

Oh

[slate dove]

Kaggle down..

[tribal oar]

https://tenor.com/view/let-me-in-eric-andre-wanna-come-in-gif-13730108

[candid thunder]

Its back online

[candid thunder]

Probably down again?

[slate dove]

noo, it is active. I run a notebook now

[tribal oar]

i find it's slow

[candid thunder]

I’m also running notebooks but I can’t browse kaggle, some buttons in notebook aren’t working as well

[short wedge]

Sorry for the outage/slowdown everyone, we had a new code change which had some unexpected consequences, it should be all fine now and hopefully we can figure out what went wrong!

[limpid topaz]

Hi everyone, can someone recommend a good dataset/contest for a person that is just getting started on kaggle

[limpid topaz]

can anyone tell me how I can tell if a dataset is beginner friendly or not?

[tribal oar]

Titanic, space titanic are great. Also I love the playground series once you get good at the basics

[quartz gulch]

Between AWS and Azure, which of the two would you guys say has the most valuable Certifications in Data Science & AI?

[quartz gulch]

Getting Started Competitions are probably your best options.

[limpid topaz]

Thank you just finished the tutorial! It was helpful to at least know where all the buttons are

[limpid topaz]

tyvm

[arctic plume]

The one you’re trying to get a job at

[tribal oar]

space titanic was more fun for me because there's more data, and you can't cheat (knowing who survived in the original titanic crash)

[limpid topaz]

Excellent, I have my next target now. Can you please share a few more for me

I want to make a list and go through them one at a time

[tribal oar]

1. Titanic, 2. Space Titanic, 3. Playground series

I'm a big fan of the playground series because theyr'e beginner friendly and are more competitive

you can earn swag and learn a lot

and I find the community in the playground series is really focused on learning and teaching

[limpid topaz]

Thank you, I saved them

[weary pollen]

Hello, I'm just joining as member. I want to learn ML and DL.

[vernal lantern]

Hello, I just joined to the server

[vernal lantern]

What does earing "swag" means?

[tribal oar]

Like merch. Check em out

[vernal lantern]

Hello Shane Simon, I am new to this thing of Kaggle, I see that you are an expert, how much time it took you? What do you recomendme to be one?

Also, what else do you think it would be helpful the help me get a job in data science. Many people recommended me Kaggle as a place to start and practice my ML habilities, but also they say that for the way kaggle works I am not doing many real world thing. So what do you think it would help me?

[echo vale]

Hi, it's Great to see you all, I just joined Kaggle and would love to learn ML from you all.

[soft heart]

hey everyone, I was wondering is it possible to fine tune llava on kaggle 24 gb gpu

[cyan swan]

Hello, just joined kaggle and looking forward to join teams for Competitions.

[opaque lark]

Hello

[summer monolith]

Hello, just joined kaggle and basically for learning

[dawn abyss]

currently trying to learn webscraping so i can start my data analytics journey yet im having trouble geting the href from a table. any help shall be apprecieated heres the code from bs4 import BeautifulSoup
import requests
import pandas as pd

base_url = 'https://www.basketball-reference.com'
response = requests.get(base_url)
soup = BeautifulSoup(response.content, 'html.parser')

tables = soup.find_all('table')
if len(tables) > 1:
first_table = tables[0] # First table
second_table = tables[1] # Second table
# Now you can process these tables

Assuming team names and URLs are within <a> tags inside a specific table

You would need to update 'your_table_id' with the actual ID of the table on the website

east_table = soup.find('table', {'id': 'all_confs_standings_E '})
west_table = soup.find('table', {'id': 'all_confs_standings_W '}) # Dictionary to hold teams
teams = {'East_Conference': [], 'West_Conference': []}

for link in east_table.find_all('a', href=True):
team_name = link.text
team_url = link['href']

teams['East_Conference'].append({'name': team_name, 'url': team_url})

for link in west_table.find_all('a', href=True):
team_name = link.text
team_url = link['href']

teams['West_Conference'].append({'name': team_name, 'url': team_url})    

Now you have a dictionary with lists of team names and URLs which you can iterate over

print('West_Conference Teams:')
for team in teams['West_Conference']:
print(team['name'], team['url'])
error is 'NoneType' object has no attribute 'find_all'

[proven vine]

hey, does anyone here knows how to fix the nltk (urlopen) error?

[fallen fossil]

i too but i´m practice my oratory skills...this way is more easy

is very dificult and bother, but no imposible

[open quail]

help me

[uncut frigate]

Hello everyone, Good afternoon

[open quail]

hi

[solar ore]

Hi Everyone!
Can anyone tell me how to get started on Kaggle ?

and start doing projects ?

[rich saffron]

HI guys!
My college is conducting a hackathon in February and I'm in the marketing OC!
If anyone can help me out to get any potential collaborator please help me out!
If you guys have any question please DM me:)

Does kaggle sponsor by any chance?

[pastel edge]

Hi guys, I am a university student who interested to learn data science

[soft karma]

Hello all ! I am a 2nd year college student pursuing data Science

[topaz pecan]

Hello, everyone! My name is Rene and I am a recent master's graduate in Applied Statistics & Data Science. I'm looking forward to collaborating and working on projects within this community. Have a great day!

[merry gust]

Hi guys, my name is Joi and I'm here to learn about data science.

[flat glen]

Hi, My name is Milena and I would like to learn about machine learning models.

[open quail]

Hi everyone. I'm looking forward to finding potent people who want to learn Machine learning and want to make a good team.
Anyone up?

[pearl dew]

hello, everyone. My name is Ifull and i'm here to learn about data science and its fields

[dusky sable]

Hi, My name is Valentina and I would like to learn about machine learning models.
I'm also looking forward to collaborating and working on projects within this community. Have a great day!

[peak galleon]

Hi all, my name is Jake Knotek and I'm looking to practice and apply my data science coursework to problems and learn more about machine learning, as well as learn more about the career opportunities out there for me to pivot to.

[blissful horizon]

Holla everyone, Dumebi here. i'm looking to learn about Data Science to pass classes and as a possible career field, thank you.

[bold horizon]

Maybe the staff or mods could create a machine learning channel here, so you guys can communicate and share with each others projects

However I can’t ping mods or staff cuz it’s against the rules

[reef tiger]

Does anyone know a ml model that we can use to count the number of people in a photo? Like a model from hugging face to demonstrate the impact of ml

[fallow raven]

Hi I am learning about Machine Learning. I would like join a team.

[green slate]

Hi, everyone. I'd like to learn more konwledge about AI.

[feral peak]

Hi everyone, I'm a CS undergraduate student, and i'm here to learn more about ML with you guys. Hope we can have fun and sign in for some funny competition about ML to gether in the future.

[uneven dirge]

Hey everyone! I'm a CS student, super keen to explore the exciting world of ML together. Let's have some fun learning and maybe even join some cool ML competitions down the road!

[feral peak]

what about yolov5, its pretrained ML models are already able to do some simple detections, like detecting the people in a photo, what you need to do is to write a simple program to count the total number of people according to its output

[quasi needle]

is anyone else checking every day if santa 2023 is here

[reef tiger]

Ohh thanks I am just a new learner😅

[feral peak]

It okay, I’m also a new leaner for ML, let’s make progress together !

[reef tiger]

Yeah that's great, all the best buddy

[coarse kiln]

anyone having trouble saving their gpu notebooks? is it for everyone ? i mean the notebooks run fine with gpu i just can't save them for submissions...

its just the P100, t4 is fine

i can live with that for now XD

[hardy cedar]

Hey welcome i would recommend you to try the Titanic dataset competition if you know all the basics

[cinder stratus]

Is anyone trying for gsoc 24

Or any other open source competition?

[humble magnet]

Hi Everyone. TidyMind from UK, England. I'm working on the Titanic Competition on Kaggle. Anyone else currently working on it?

[chrome garnet]

Hi. From korea. Studying Data analysis

[fallow raven]

Hi everyone. I would like to join a time to competition.

[ebon stag]

Hello, I’m a chemist looking to learn more about machine learning and possibly make a career transition in the future and I’m excited to be here and be a student! I just started working on the Spaceship Titanic competition.

[rich halo]

levi_511 has been warned

Reason: Posted an invite

[timber karma]

Hi, I'm a career transitioning millennial, recent software development BAS grad, and prior longtime bartender. I'm here following the progression to learn more about ML etc.. and whatever else I find. Starting with the Titanic competition. Thanks for having me.

[broken monolith]

Hi everyone! I'm a data analyst currently but trying to take the next step. Looking forward to learning after just finishing my undergrad in Information Systems and Quantitative Methods last week at the ripe age of 31!

[light plank]

hey @everyone i got score of rmse0.4 by using my this notebook quick question is that how can i improve it
https://www.kaggle.com/code/ayeshairshadcoder/house-price-prediction-competition/

[last lichen]

is it that lower your score, better is your model in kaggle ? because in leaderboard people with lower score are higher

[rustic wing]

yea

i assume you're new to this

the score, in general, is basically score for a loss function, which you can think of as a metric for how much the model predictions deviate from the actual data

you may wonder why other metrics aren't used, like accuracy for classification and R^2 for like continuous predictions or something like that

but i think the explanation comes down to the fact that using loss function as the metrics is just more precise

[limpid nimbus]

Hi, newbie here. nice to meet you all.

[visual cave]

Hi all, Kamal here. Try my hands in kaggle compeition after a long hiatus

[marsh gale]

Hi all! just starting with the Kaggle community!

[bold horizon]

Is there any YouTube videos/channels showing a "real world" analytics project from beginning to end?

[gloomy heart]

https://jillanisofttech.medium.com/harnessing-googles-gemini-pro-and-gemini-pro-vision-ai-models-in-python-f6c124b974a3

Hey everyone check out my new blog post on towards data science community.
#💬┊general

[open quail]

looking for 3 members to work on few competitions ❤️

[bright ginkgo]

Hello guys! I'm Barney and I am a novice in the Data Science community. I can't wait to interact and learn.

[last lichen]

ya i realised different competitions use difference evaluation metrics, some use loss function some use accuracy n stuff

[sand mauve]

yea so the lower your score the higher your rank on the leaderboard, depends on what kind of evaluation metric is used in the complete

[misty fox]

Hello, I amm new here, I don't know if it's the right channel to ask this, but does anyone know if there is a database that matches DNA with Faces ?

[vernal lantern]

Some even use the MedAE, which just cares about the error of the element in the median.

[tough geyser]

Hello I'm trying to load some R packages to work on my kaggle notebook but it tells me the following:

Why is this? How can I fix it?

I've tried to do install.packages("StatMatch") but I guess I can't download packages

[gloomy heart]

https://jillanisofttech.medium.com/mastering-the-art-of-sql-for-data-analysis-a-comprehensive-guide-8c81f97457a2

hey everyone check out my new blog post. Feel Free to share your feedback.

[cobalt kelp]

Does anyone did project related to question generation

[floral obsidian]

https://www.kaggle.com/competitions/nn23-image-classification

i am trying to open this competition on my pc

but i keep getting an error

but all my friends can open it normally

[mint yoke]

Hey any signals processing experts ?

[gloomy heart]

Exciting news, everyone! I've just shared new Blog post on my Medium towards data science community please read and share your feedback about this blog post.

https://jillanisofttech.medium.com/mastering-pandas-24-essential-functions-for-data-science-mastery-89c50a9f94ab
#1124416827670409237

[viral lake]

If you are into kaggle and chess, you may appreciate the kaggle chess pieces I have recently designed. If you are only into kaggle, then just take it as a piece of modern art 🙂 https://www.kaggle.com/discussions/general/462252

[light ember]

Hi I am Dani. I have recently decided to learn about data science.

I don't know exactly how this works

do you have any suggestions related with linear regression projects?

[uneven falcon]

I'm Keerthi, diving into the awesome world of data science! Super excited to learn and explore more.

[slow wave]

Hi I am basit , I would like to connect with new people

[tribal cape]

Hello, everyone. I have some question to you. I want to develop marketing prediction and analysis chatbot using IBM Watson. For this, I want to integrate LSTM model with IBM Watson chatbot. Is it possible? If it is possible, could you let me know the methods? Thanks for your attention.

[umbral belfry]

Listen, I'm just a beginner, but what I did is just predicting a linear function with added noise, then an exponential function with added noise, both with Pytorch. That's a cool start. Also, the titanic competition could be a good start if you intend to study generally ML and not just regressions.

[proper depot]

Hey Dani! Nice to meet you. It's awesome that you're diving into data science. For a beginner in linear regression, I'd recommend starting with a simple project. You could try predicting something like house prices based on features like square footage, number of bedrooms, etc. There are plenty of datasets available online for this. It'll give you hands-on experience and a better understanding of how linear regression works. Feel free to ask if you need more guidance!

[devout flame]

Hi guys, pls check my new blog post on CTEs and sub queries and comment on it https://medium.com/@i.raymon57/cte-vs-subqueries-28ee34104611

[stone kelp]

hey I was wondering if anyone had good services to do the following :
I want to have a server I can use with ssh. I want it to be rather powerful with at least 8 cores, and if possible a gpu and 32gb of ram. The main thing I also want is for it to be a "pay as you go" service as the ones I find are very expensive. I would only use it a couple of hours a day at most.
I saw AWS EC2 had a similar thing but you have to manually do snapshots of your session to get the data back which I don't like.
Any options ?

oh budget would be like 20-30 dollars per month, not sure if it's feasible.

[radiant slate]

Hey everyone! From India. I'm here to learn Machine Learning and Data science to use that in healthcare field.

[light ember]

Thank you @umbral belfry and @proper depot for your advice ! I am really excited to learn!

[limpid topaz]

Hi Everyone, very basic question that's not specific to my learning competition. "Starship Titanic"

I have tested and played around with the results and I am ready to submit

Do I merely add my predictions that are normally used to weigh against the results onto a csv in the same format as the sample and his submit?

is my code itself reviewed at all, do I need to print the accurasy and show comments?

[spring plinth]

Greetings

[austere portal]

hello

[proven aurora]

hello, i am preparing portfolio for data analyst. I want my skill set to be Excel, SQL, Python and Tableau. I am looking for project ideas that can actually land me a job

[modern obsidian]

Hello I'm doing a project related to evolutionary computing and Im practicing with santa-2023

[potent salmon]

Hey everyone, new to the discord. How's everyone doing?

[light ember]

Hi everyone, does anyone have any suggestion for choosing the most relevant features for the Titanic dataset? what I did was to plot several histograms upon the different variables. Then I decided that the relevant variables where the ones had the highest difference.

I have not summited yet.

Since I am new I don't know if the effectiveness relies on the model or the variables.

Thank you

And have a happy Christmas!

[lime moat]

Hey everyone, new to discord. Hope everyone's doing great.

[covert robin]

Hey guys, I have a question. Does anybody have a good source for learning about the variables that go into a model ( stuff like learning rate, number of estimators...etc), and how they affect the model exactly?

[cinder trout]

I learnt those stuff from Andrew ng's Stanford machine learning course, Though you can always google stuff

[covert robin]

Thanks for the answer !

[iron thistle]

Hey can anyone suggest good resources to learn numpy assuming I have already learnt python?

[runic vigil]

hello everyone

I have a question about whether I should perform exploratory data analysis (EDA) solely on the training data or on the entire dataset

[tough geyser]

Hello! You should perform exploratory data analysis (EDA) on the entire dataset ¹². EDA is the process of analyzing and summarizing the main characteristics of a dataset, often with visual methods ². It is important to analyze the entire dataset to form a complete understanding of the data and avoid missing any important information ¹².

Please note that EDA is part of the training process and should not be allowed access to test data ¹. Instead, you can split your training data into two and use one for training and another to test and tweak your model(s) ¹.

I hope this helps!.

Source: Conversation with Bing, 24/12/2023
(1) Is it better to do exploratory data analysis on the training dataset only?. https://stats.stackexchange.com/questions/189678/is-it-better-to-do-exploratory-data-analysis-on-the-training-dataset-only.
(2) Should exploratory data analysis include validation set?. https://stats.stackexchange.com/questions/424263/should-exploratory-data-analysis-include-validation-set.
(3) Exploratory Data Analysis in Python Course | DataCamp. https://www.datacamp.com/courses/exploratory-data-analysis-in-python.
(4) undefined. http://statweb.stanford.edu/~tibs/ElemStatLearn/printings/ESLII_print10.pdf.
(5) en.wikipedia.org. https://en.wikipedia.org/wiki/Exploratory_data_analysis.

[wary night]

Hi

Why is private dataset quota exactly 107.37

[wary night]

And is there a way to run a basic cpu only session 24/7

[cinder trout]

Are the channels under Getting Started set for auto-deletion or it's just that dead

[limpid topaz]

hello everyone, I just finished spaceship titanic, any other competitions with a similar skill level or slightly harder would be appreciated. I have a bit of a hard time navigating the site and finding suitable contsts

[steel plover]

im in the same boat rn

[short wedge]

Try out any of the Getting Started or Playground category of competitions - depending on what skills you want to focus on.

[lean gorge]

Hello! I'm new to Kaggle and ML. How should I start building this titanic project?

[lusty fern]

Hello!! I am new to Kaggle .how should I start building a project

[limpid topaz]

tyvm, thats helpful

is it safe to assume that they're all more difficult than spaceship titanic?

[limpid topaz]

is this one considered beginner friendly?

https://www.kaggle.com/competitions/store-sales-time-series-forecasting/

[short wedge]

Yep! All the competitions in the getting started seciton are beginner friendly - that's a great next step.

[limpid topaz]

damn, it seemed quite a bit harder than spaceship titanic, but maybe I just need to organize data a bit

[fast spire]

Would anyone be interested in doing a deep learning project with me it will be a self dataset building DL ai dm me if interested 😁

[mild lily]

Hi Everyone, My name is Sanket. I am from India. Looking forward to contribute in energy domain.

[storm tide]

Hello! I'm new to Kaggle and ML. How should I start building this titanic project?

[tulip wave]

I would love to team up with someone to do the Spaceship Titanic competition.

[tawny tundra]

I am in

[sinful sentinel]

Hello!
I am a student of BTech in AI at Kathmandu University in Nepal. I am only in first semester for now but I have been following different events of kaggle since a year ago. I have been waiting for a good time to start kaggle and now I think it is the time. If there is anybody to whom I can assist in different kaggle competition plz dm me.

[ivory sand]

Hello everyone!

I’m passionate about all things data and eager to dive deeper into the world of analytics. I have a background in business management, with a rich blend of experience in areas such as Data Analytics, Product Management, and Marketing. I’ve joined the Kaggle community to learn, share, and collaborate with like-minded individuals.

I’m particularly excited about exploring diverse datasets, engaging in thoughtful discussions, and improving my skills through challenges and collaborative projects. I’m here to learn and grow, so please feel free to reach out for collaborations or just a chat about data.

Looking forward to interacting with you all!

[wicked berry]

wsg [Your Name]

[wicked berry]

Hello

[viral lake]

Happy New Year! Here is small gift from Santa: Kaggle holiday puzzle https://www.kaggle.com/general/464218 🙂

[bleak mesa]

Good day to everyone, I need help please. I find it difficult to comprehend new topics in data science. Please is this normal?

I find passion in data but I get lost when handling new knowledge.

What can I do? I'm a beginner data scientist.

[vague thistle]

Having the same issue, im learning the fundamentals of coding in python, variables, functions and stuff and now im still confuse of my path of where should i go next

[severe belfry]

Hello all,
I'm just a begineer to this field. I'm facing a problem or in simpler words stuck in a loop.
I'm pretty well aware about the theory and conceptual knowledge required of py, kaggle, maths, ml and all, but I'm not able to put things together to build my FIRST ML MODEL. Can anybody of you help me out with this.

[coarse kiln]

bro kernels are down again or what? long queue wait on all(gpu/cpu/tpu) i was trying to run a sweep .. : (

[rich halo]

dv2485 has been warned

Reason: Posted an invite

[sly kelp]

Hello, everyone

[sullen isle]

Hello everyone!

[ivory ermine]

Hey 👋

[blissful horizon]

Hi, I'm a masters in cs student with a focus on machine learning. I'm excited to get started on some kaggle competitions to learn more about the field and hopefully solve some interesting problems.

[round bobcat]

What do you folks use for data scraping? I'm using Beautifulsoup and I'm finding it difficult to find sites which don't use JS to load the styling of the websites

[quartz gulch]

You can try Selenium.

[narrow lodge]

hello everyone, newbie here tyring to get into the world of DS. happy to help out with any projects or collaborations, very eager to learn and upgrade myself.

[rare inlet]

Hello everyone! 🌟 I’m thrilled to announce that I’m broadening my online horizons by launching new content on both YouTube and TikTok. My focus will be on unraveling the fascinating world of Machine Learning and Data Science. I’d be absolutely delighted to have your support and engagement on this new journey. Expect a blend of insightful tutorials, deep dives into complex topics, and a bit of fun along the way! So, come join me and let’s explore these amazing fields together.

YouTube: https://youtube.com/@KarnikaKapoor?si=I4pEWFG8UyM2iomL
TikTok: https://www.tiktok.com/@karnikakapoor?_t=8imzU31Ddju&_r=1

Can’t wait to connect with you all on these platforms! 🚀 #DataScienceCommunity #MachineLearningExplorations

[south holly]

hey thats really cool
been looking to get into competitions too but dont think im at that level yet

[tough geyser]

i know it looks intimidating and it is but

start

you will learn along the way

the studying path is deprecated and absurd, like maybe not stupid but is not optimal for sure

one recommendation i would do to you i start seeing other people notebooks

[south holly]

im studying rn
but first makign a presentation cuz i forgot its due tmrw

[tough geyser]

and try to approach it yourself

[south holly]

from where if you dont mind me asking

[tough geyser]

in kaggle inside the competition

there are different sections

each competition has a forum for discussions

and notebooks section

where kind people share the way they've approached it

[south holly]

really? alr ill check it out
i've learned the basic models

i'll see what others have done

[compact widget]

Howdy, I'm new to Kaggle and DA. I'm a self taught developer that managed to change careers into web dev through self study alone. I have become interested in DA and am currently studying to obtain the Power BI Analyst certification. I'm currently looking out for datasets that I can practice cleaning in excel and Power BI.

I'm also really interested in sports analysis and would love to get into predictive analytics in the future. Anyway, glad to be here!

[lament loom]

Hello

[lament stream]

Hi! I’m new to kaddle, and don’t know how to begin. This is super confusing. 🫤 I can not even understand the titanic prediction as far as what to do. Do I grab an image from a website and copy and paste? Or do I put the word life vest in as code. Only reason I join is because I want to create an app for kids and adults, and learn something new… Any recommendations? Thanks

[nocturne plinth]

Hey there, fellow data enthusiasts! 👋

I'm a budding data science enthusiast who's absolutely passionate about diving into datasets and uncovering insights. I'm eager to learn and grow alongside like-minded individuals who share my curiosity for all things data-related. I believe that together, we can embark on an exciting journey of exploration and discovery. Let's collaborate and make our data science journey an amazing one! 🌟

[tough geyser]

See other people's notebooks and understand the code. If they don't have a perfect score keep studying about the problem, compare other notebooks and try a better score.

[gloomy night]

Learning MySQL and Data Science with python rn

Long term goal is Deep Learning and maybe a little bit knowledge in business world

Currently know about stocks and do a little bit of trading

Any Advice for me?

PS I am really looking for like-minded peeps with some motivation and maybe looking to start-up a business in future?

[tough geyser]

keep up the good work, stay disciplined and try to focus on not too many things

[primal mulch]

Read "A Random Walk Down Wall Street" if you haven't already and also don't make a Quant start-up because there's heavy market saturation with ~70% of all market volume being done by bots.

[timid axle]

Hi everyone, I'm new to the ds's adventures)
Have a nice new year to everyone!

[iron nova]

Hi there! I can highly recommend the learning section on kaggle. Here's the link: https://www.kaggle.com/learn. If you select the grid view (right hand side of the screen) it will show you the relations between courses (i.e. which course the shown one builds on).
If you have no experience at all with either ML or programming, I'd recommend youtube as a good source for all levels of expertise, as well as the book 'How To Design Programs' available for free here: https://htdp.org/ (hope it's okay to post the link). But keep in mind, the book does not use python but it's a great start to learn all concepts of programming so far.

[wicked berry]

are there no voice channels?

[short wedge]

No voice channels I'm afraid, as we aren't able to moderate them. Harder to get approval for something like that in the corporate world - thanks for understanding.

[loud adder]

Hello there. I have been away from the data science space for a while and I am currently making my way back. I hope to engage with the Kaggle community, grow as a competent data scientist, and make some friends along the way.

[midnight lava]

Are there any practice problems/contests on kaggle (beginner friendly) where u can submit as many times as you want? I was having fun experimenting with Titanic contest but was hit with the 10 daily submission limit... 😢

[wicked berry]

no problem thank you for reaching out. just wanted to make sure I wasnt being blind and missing one

[fickle river]

Thank you for posting that site for the programming book, its very helpful!

[iron nova]

You're welcome, glad I could help! I like the book very much, it helped me more than most of the other books. I can also recommend the 'Head First' books from O'Reilly. The concept is to have fun while learning, and it works! There is also a python one (and DS and statistics and so forht...): https://www.oreilly.com/library/view/head-first-python/9781492051282/

[fickle river]

Thank you, I will check those out also, every little bit helps.

[iron nova]

You're welcome! Have fun!

[warm crow]

👋 Hi Kaggle Community!

I'm Harry, deeply intersted in sports analytics, especially in soccer/football. 🥅⚽ I'm currently developing an ML model using xgboost to predict the number of goals in a match.

📈 So far in my model:

Implemented mean target encoding for teams.
Used rolling averages of each teams goals scored and conceded.
Extracted date-based features.

I'm eager to connect with others who are passionate about sports analytics and machine learning. I am keen to hear suggestions that could enhance the accuracy of my model.

If you're into data-driven sports predictions or have experience in this arena, I'd love to chat!

https://www.kaggle.com/code/harrycarson11/predicting-home-goals-in-epl-soccer-football/notebook

[strange scroll]

Hello everyone, im new to data science

[floral tangle]

Any good lightweight object detection model, that detects humans

[primal mulch]

https://paperswithcode.com/task/real-time-object-detection
Also whatever the flavor of the month YOLO is, so far as I know YOLO-NAS is latest.

[storm ridge]

Hi all, needed a bit of advice regarding training DCGAN on a custom limited dataset, please could someone guide me?

[full tartan]

Hi guys, im new at data science. Hope i can learn a lot with u.

[jade flame]

I'm working on a project to query & visualize free text from natural language datasets (query text, visualize topic distributions, etc). Basically, make working with free text as easily as working with tabular data in a traditional DB.

If you want to query free text, how would you want to query?
(A) A search bar (e.g. "search all text that talks about dinosaurs")
(B) A sql query by vibes (e.g. "select sentiment from chats where topic = dinosaurs")
(C) Other

[primal mulch]

Both, and sounds like a good project! If you can only pick one, I'd prefer the query that way you can enumerate options in a dropdown.

[jade flame]

Thanks!

[narrow lodge]

I'd prefer a query, but maybe we're looking at it from a programmers perspective, what would someone who's just accessing this prefer?

[hallow tree]

My notebook is getting stuck while compilation and the CPU usage showing 100%
Then after sometime the page shows unresponsive
Pls help!

[shy crane]

🌈✨ Excited to announce my FIRST Udemy course, now FREE for a short time! It's not just any course—it's your tech toolkit, complete with revision cheat sheets to make learning stick! 📈

🔗 Enroll for FREE: https://www.udemy.com/course/beyond-coding-tools-practices-for-coders-and-data-analysts/?referralCode=26978D8EEFB45414316A

Why join?

🖥️ Command the command line!
🤝 Master Git & GitHub for seamless collaboration.
🚀 Utilize GitHub Codespaces with ease.
💼 Foster essential coding project teamwork skills.
📝 Filled with handy revision cheat sheets & more!
Make the leap! Enroll, review, and DM me your valuable feedback! 🌟

🔗 Begin your learning journey: https://www.udemy.com/course/beyond-coding-tools-practices-for-coders-and-data-analysts/?referralCode=26978D8EEFB45414316A 🎓

[white folio]

Hi guys, I am an aspiring data scientist, I look forward to learning from you guys

[open quail]

I'm searching for load datasheet of electrical power systems.

Can someone help me with that?

[rare abyss]

hello there! i'm a visual effects artist who is trying to shift toward programming and data science

[tough geyser]

All the best!

[tall hornet]

hello everyone , looking forward to talk and engage with you

[unborn geyser]

😅

[long smelt]

Hello everyone I have just completed data science course and wish I could learn and practice with you guys.!!!

[steel trench]

Hello everyone, transitioning into data science from marketing.

[low fulcrum]

https://www.youtube.com/watch?v=ipRvjS7q1DI

Funny how feynman doubts what is now a well known as problem of computer vision

[hidden gull]

Hi everyone, looking forward to learning from everyone! 🙂

[ebon current]

https://youtu.be/_g3d9_rblLI

[storm tide]

it will be nice to try

[kind dirge]

Yo guy's, I'm new to data science all I know is that Python is involved

[brisk trellis]

[torpid forge]

hi

[austere dune]

Hi, someone from Ags. Mx to create a competition team and learn?

[dusky wadi]

Hey. We are working on a project where we need to identify the early stages of pest on a leaf through a camera phone. Any Suggestions as to what and how we should do it?

[still peak]

Hey all,

Just wrapped up my work on the Books Dataset, where I conducted a thorough Exploratory Data Analysis (EDA) and developed a collaborative recommender model. Check out the notebook here: https://www.kaggle.com/code/faseeh001/book-recommender-system/notebook

Would appreciate any suggestions for improvement or any fresh ideas you might have. Thanks a bunch!

[haughty parcel]

Hello, i am newbie at discord and kaggle.

[dusky wadi]

If anybody can reply to this..... Would be helpful

[upper osprey]

Hi everyone,
A Lot of people suffer with messy folders and files on their laptop.
pip install leandesk `
You can use this module to clean any directory on your laptop,
with just one command and it will cluster all your files in different folders based on extensions

clean <folder_path>

Feel free to contribute :
github.com/ibrahim-string/leandesk

[boreal musk]

Hello guys, I am new to kaggle. I have experience with basic ML and worked on neural networks. Let's form a team and hop into some competition. Feel free to DM

[woeful coral]

Hey guys,

Just wrote my first post on the difference between statistics and machine learning! Check out the post here: https://www.kaggle.com/discussions/general/468530

Any suggestions for improvements are welcome!

[finite comet]

hey Does anyone know any how can i covert my streamlit app to react web app ?

[slim slate]

how about this?
https://stackoverflow.com/questions/76770854/embedding-a-streamlit-app-into-an-existing-react-js-application-through-an-ifram

[green flume]

Thanks to all of you
I ascend to the global champion of the discussion tier today

[bold horizon]

Hi, is there data analyst projects on GitHub that has been done on a professional setting

[mental siren]

There are all different types of Github projects. I think you need to clarify what you're asking.

[bold horizon]

I know there’s personal projects on GitHub, I’m wondering if anybody posted a real life work example

[mental siren]

I think that would be kind of rare unless the data is freely available. However, you will find projects that have been applied to real-world scenarios. For example, I have a few projects that are applied to marketing. However, there are companies that have github projects posted. Ex: https://github.com/airbnb

[bold horizon]

Ok, is it possible for me to take a look at your projects

Oooooh sweet thanx

[bold horizon]

Are you a marketing data analyst?

[mental siren]

I'm a data scientist for a healthcare company but I used to work as a marketing analyst and I still do freelance marketing analytics.

[bold horizon]

Oh wow data scientist, that’s impressive job

How did you get into data analytics

[mental siren]

check your message requests. I don't want to blow up this channel lol

[bold horizon]

Oh sorry

[golden dust]

Excuse me. May i ask you? Whats recommended Book for learning time series python like financial or econometric ?

[tough geyser]

• Hands-on Time Series Analysis with Python by B V Vishwas and Ashish Patel: This book covers the basics to the bleeding-edge techniques of time series analysis, using practical examples and data sets. It also introduces the latest packages like fbprophet and pmdarima. It is suitable for beginners and intermediate learners who want to apply time series analysis in various domains.
• The Analysis of Time Series: An Introduction by Chris Chatfield: This book is a classic text that provides a broad overview of time series analysis, including methods, forecasting models, systems, and ARIMA probability models. It also includes examples and exercises, and a free online appendix. It is ideal for students and researchers who want to learn the fundamentals and theories of time series analysis.
• Time Series Analysis by James Douglas Hamilton: This book is a comprehensive and rigorous guide to the concepts and methods of time series analysis. It covers topics such as trend analysis, forecasting, spectral analysis, state-space models, nonlinear models, and Bayesian methods. It is a reference book for graduate students and researchers who want to deepen their knowledge and skills in time series analysis.

I hope this helps you find the right book for your learning needs. If you have any other questions, please feel free to ask me. 😊

Source: Conversation with Bing, 18/01/2024
(1) Hands-on Time Series Analysis with Python - Springer. https://link.springer.com/book/10.1007/978-1-4842-5992-4.
(2) The 7 Best Books About Time Series Analysis | Tableau. https://www.tableau.com/learn/articles/time-series-analysis-books.
(3) Time Series Analysis in Python - Machine Learning Plus. https://www.machinelearningplus.com/time-series/time-series-analysis-python/.

[glacial brook]

Hi everyone! I did the Python course on Kaggle and I really love that way of learning. I wonder if any of you guys know something similar for Flutter or React or if there's any way to ask for that on Kaggle. Thanks a lot in advance!

[manic rain]

Excited to share my latest project on #DataScience! 📊 Leveraging #MachineLearning for meaningful insights. As a #TechEnthusiast, I'm thrilled to unveil my Kaggle notebook focusing on Netflix's Best 🌟: Movie & Series Recommendations! 🎬 #AI

In this project I have shown :
📚 Import Relevant Library
📊 Basic Understanding of Data
🔍 Exploratory Data Analysis
🛠️ Feature Engineering
🧹 Data Preprocessing or Cleaning
❓ Dealing with Missing Values
🏷️ Feature Encoding
📈 Outlier Detection
🎯 Feature Selection
⚖️ Feature Scaling
🤖 Building ML Model
🔄 Automate ML Model
📊 Model Performance Comparison
🎯 Hyperparameter Tuning of Different Models
🔄 Making Stacking Model
📊 Printing Stacking Model Accuracy on Training and Test Data

Check out the Kaggle notebook for this project[https://www.kaggle.com/code/mehedithedreamer/netflix-s-best-movie-series-recommendation] 📗, and please provide your feedback and support! 🚀
#MMM

[small plank]

Please can anyone recommend a comprehensive beginner books for Data Sciences for a friend!…

[wheat smelt]

Hi 😊.I am a student pursuing my data analytics course. In future I would like to become a data scientist

[frank kettle]

hello there, I'm himu. A CS student.

[wind totem]

hello everyone i am mouch, I am learning python on kaggle, I want to develop a skillset in programming along with AI engineering. I would love to meet new people with the same goals as me

[flint pebble]

Hey there! I am a Cloud Engineer and transitioning my role to ML and Data Science

[bronze rose]

Nice to have you here

[bronze rose]

That’s great

[upper quartz]

Hi! I'm a third year university student & my Business Analytics Course instructor directed me to kaggle! hoping to learn a lot (:

[bold horizon]

I applied for a job I really like on LinkedIn and I even spend an hour typing a message toward the hiring manager, then the job posting got taken down and the hiring manager profile as well 😂

https://tenor.com/view/fade-emoji-funny-gif-25240293

[valid torrent]

can somebody tell me when will the next competition begin?

[river junco]

anyone knows how do i start to learn GAN?

[cinder stratus]

I have a question

Don't you all feel that just solving questions on kaggle feels like a boring work

It's not that u r getting jobs instantly

In data science and machine learning

[river junco]

nah im not, at least i could exploring more there

[river junco]

ofc 🗿

so we need to grind a lot, and dats okey

[spice seal]

You need to use the skills you learned thru answering questions and apply it to a real dataset. With that you can show employers what you can do

[quick path]

Hi I am Mohil Wankar, I am a student of AI/ML from India. I would love to connect with you guyss on socials
https://bento.me/mohil-wankar

[white bear]

hello

[white bloom]

Hi I'm Ferdinand, I'm into AI/ML. I'm a student from Nigeria
It's good to be in the community

[quaint wasp]

hi, i'm kareem https://www.kaggle.com/kareem79. He/him

[south slate]

hi! my name is gaby (she/her) https://www.kaggle.com/mgurango

[bold horizon]

Has any one here with no degree or diploma got into data analytics

[umbral coyote]

yes

that happens all the time in many different fields

[gilded kelp]

hi everybody

[woven palm]

bonjour my friends,I`am a student from china.And this is my first time joining such group glad to meet you!!!

[frank quartz]

Hey! I am Ricardo from Chile. I am learning everything about ML and I hope I could receive your help when needed 🙂

[vast sentinel]

Hello everyone ! I'm happy to join the Kaggle community ! 🙂

[edgy epoch]

Hello everyone...I am Glen and I knew to data analysis, and happy to join Kaggle community

[faint island]

Hello everyone...I am a student from india, hope we get along 🙂

[spare star]

Hello everyone, I'm Sai, and I have just started learning ML.

[copper locust]

Hy everyone, I am arujjwal and am here to learn ML and meet you all

[slate escarp]

Hello nice pfp

[pseudo dragon]

Nice to meet you alll 🙂

[grave stratus]

Nice to meet you too

[karmic dragon]

Hello all 👋

[lilac turret]

Hi everyone! I hope you're doing well. I have been publishing data science and machine learning projects in Kaggle for some time and have recently attempted to create a portfolio website for these projects. I have published a first version containing my first six projects. Your feedback and advice (in DM or here, wherever you're comfortable) will be much appreciated.
https://sugatagh.github.io/dsml/

Note that the earlier four projects are reported with fewer code snippets, whereas the 5th (Site Energy Usage Intensity Prediction) and 6th (Electron Energy Flux Prediction) projects are reported with almost all code snippets. It's an attempt to showcase the technical side. It would be great if you let me know which approach is more appropriate according to you (between the less code snippets approach and the more code snippets approach) in the context of a portfolio website. Thanks!

[tulip cloak]

Hello all! My name is Arpit and I am here to learn more about business/ data analyst work.

[hollow hamlet]

Hi

[quaint parcel]

Hello All, I'm new to here!

[jovial bane]

Hey, I'm Ahmed from a researcher, I'm happy to join Kaggle Community. I'm a coder in R and Python. I love ML and a data science.

[light lake]

Hi, I'm Michal my interests in computers are very broad but to be more specific, I really like anything that relates to AI.

[peak remnant]

Hi all,
I'm Deepanshu. Happy to join Kaggle Community.

[loud notch]

Hi all,
I'm Rutvik. Interested in AI/Data Science to drive growth in Engineering fields Happy to join Kaggle Community.

[plucky ember]

Hello everyone

i'm katchoou student in applied statistics

[broken venture]

Hi

[bold horizon]

hi

[sharp rose]

Hello Folks, happy to join Kaggle community.

[naive cave]

Nice to meet you 🙂

[bold horizon]

Could I post my resume here? It won't have my personal information

[sinful vault]

Hello all, I am new to this community but have been using Kaggle (now a contributor) for a while now.

https://www.kaggle.com/discussions/general/471731
So here is a new notebook I created on Twitch streamers, Go have a look!!! Also don't forget to drop your feedbacks and suggestions for me to improve. Thank you!!!

[summer furnace]

What final year project ideas could be there for a bachelor's in AI student?

[cyan crystal]

It completely depends on your interests, NLP, CV, RL, GNN, Fairness in AI, etc

Just identify your interests, go through a few papers on those lines in Core A* ranked conferences and see if you can do slight advancements in those

[fast zinc]

Hello, guys. I started learning ml recently. Here's my last nb. Could you gimme some advice about nb design? https://www.kaggle.com/code/yuriikretov/logistic-regression-heart-disease-risk-prediction

[barren ermine]

I just finished a python dev course, i went on Kaggle to practice everything i learned. I had a hard time for a lot of stuff but i read a lot of documentation and corrected my code.

https://www.kaggle.com/code/sebastienmotionstats/coviddataanalyzer-class-and-methods/notebook

If you all can just check it out and tell me what you think.

[split notch]

Hi I am Barış. I previously checked some tutorails and worked with openNN before. You can follow me on twitter too https://twitter.com/brs_ai

[rich halo]

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=MRcI0G2dWr4

[fast spire]

Hi would anyone be willing to teach me ML using python 😄

[open trail]

hello everyone, i have a question

why doesn't kaggle have excel courses? and when would you realistically be using excel in data analysis and machine learning vs python or sql?

[devout merlin]

Hi, everyone.
I trained a model to classify real and false news articles. Please, take a look at the notebook and share your thoughts.

https://www.kaggle.com/code/rhythmsage/fake-news-random-forest-99-naive-bayes-93-8?rvi=1

[versed dove]

Hi, My name is Darshan. I am new to Data Science

[bold horizon]

is ETL or SSIS part of business intelligence platform

there is a job I'm interested in and it asks "Formulates relevant queries within BI platforms". it doesn't say anywhere that ETL or SSIS is required

[old tree]

Server suggestion: Move currently active competitions to the top in the channel list and move old ones down? as is you have to really search to find the active competitions

[frail pulsar]

🚀 Unveiling Advanced NLP Techniques! 🧠

Dive into the future of NLP with my latest work on Advanced Semi-Supervised Learning techniques. 🌐✨ Ready to elevate your understanding? Check it out here: [https://www.kaggle.com/code/hunter0007/dataopptracker-semi-supervised-learning] 🚀📈 #nlp #TechInnovation

Also feel free to share and leave your comments - https://www.kaggle.com/discussions/general/472660

[short wedge]

Thanks for the feedback Patrick, we have a system that should do this automatically, but I think we've got a bug since competitions aren't moving down to the closed category quickly enough.

[inland flicker]

i have a general question about feature extraction from biological cell images

is there a good resource for information on how to extract / describe / quantify features such as morphology / shape / relative signal distribution

because I can do segementation and classification quite robustly but am looking for a more descriptive way to explain my findings to biologists

[jade flame]

I built a query engine for filtering free text with SQL semantically. Feel free to use it! I filtered for results related to gardening haha

[fathom marlin]

Hi, My name is Ars. I am new to Data Science ... What is going on here?)

[barren ermine]

Can you guys check my kaggle EDA and tell me if what i did for the correlation matrix is good ? https://www.kaggle.com/code/sebastienmotionstats/eda-dementia-analysis-motionstats

I feel like everything is good but maybe Im just clueless and miss something important

[crimson river]

hello

everyone

i want to start study NLP is there any good source courses for that

[topaz hatch]

Hi All! My name is Arslan, I am a neuroscience PhD student, excited about HMS competition!

[ivory tiger]

Hello everyone. I'm new to kaggle and data science. I'm glad to be here. I just finish Python. What is next? Tatanic or Intro to Machine Learning?

[solar herald]

Guys please checkout my new notebook and upvote please, thank you

https://www.kaggle.com/code/yassinabdulmahdi/ecg-mlp

[broken axle]

Hello everyone o/

[bold horizon]

Could learning business books be beneficial to become a data analyst

[torn echo]

hello, for the next 3 months I don't have much time to study machine learning and other sciences presented on kaggle, but I would really like to start practicing on it now. If I don't bother you too much, you can ask me what I need to study so that I can start doing it. I quite like solving Codewars as a hobby, I would like this to become one too. But English is not my first language because of this, I cannot read kaggle lessons as fast as I would like (many kaggle pages are not translated). Therefore, I would like to know about possible alternatives or a way to translate kaggle pages.
Thank you very much in advance.

[short wedge]

Have you tried using google chrome's page translate feature? It's far from perfect but should help a lot

[jolly orchid]

I noticed sometimes that option doesn't always present itself

Unless there's a plugin for it you are referring to

[uneven elbow]

Hola

[torn echo]

I have the translation function itself, but let's say when I want to take a lesson in kaggle, the text of the lesson is not translated by Google translator.

[jolly orchid]

Hey guys, @left rock has a question for you all regarding some work, I know he wanted to ping kaggle staff and grandmaster so I will leave him to it!

@left rock you can ask the question you DM'd me about here!

[pale cloud]

yo lads

does anyone have some good sources for data engineering / data preprocessing learning materials/courses?

[opal arrow]

Just a general question, a feature in the train set has 1 less label as compared to the test set (say train has only yes and no but test has yes, no and maybe, which is present in very few data entries) can I copy the rows with the extra label to my train set and use domain knowledge to predict it? Its coeff on my target variable is around 0.2 so is it worth doing so much or can I let that feature be as it is as my dataset already has around 15-16 features and in the end it doesnt matter that much?

[left rock]

Hello @rare inlet

[wary dawn]

Check out sklearn's OneHotEncoder, specifically the handle_unknown parameter. Usually it's best to set it to 'ignore'. You should also consider retraining the same model a couple of times with a couple of different random states to measure the uncertainty of the test score due to the randomness of splitting, model training, etc. That way, the rare label might appear in the training set too sometimes. https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.OneHotEncoder.html

[opal arrow]

The rare label does not appear at all in the train set (it doesn't exist) but is there in the test set

[wary dawn]

Then you cannot use it to train a model. You should only use info which is available in the training set.

[opal arrow]

The data would be tested more though, only 20% of it was exposed...but I do get your point

[radiant hare]

Hello y'all. I have recently built a model compression package https://github.com/satabios/sconce. Smack the star button for your boy, you stars goes a long way!!! Thanks in advance.

[rich halo]

cidowu has been warned

Reason: Posted an invite

[tall bramble]

HI guys, i wanted to know what courses did you guys take to study ML? how did you go from 0 experience to pretty knolwedgable

[tall bramble]

and any god recs fr courses?

[stone gate]

Coursera course from Andrew ng still the goat

You have some specialty courses on Kaggle for basic stuff

[woeful coral]

I wrote a page on Loss Functions! come check it out !
https://www.kaggle.com/discussions/general/475921

[rich halo]

tas_dogu has been warned

Reason: Spam

[tall bramble]

thats rlly expensive tho

[slate hamlet]

Anyone looking to join a team for https://www.kaggle.com/competitions/home-credit-credit-risk-model-stability/ please dm me

[wary dawn]

Can't you audit courses for free on Coursera? Also, if the monthly subscription fee is too much, they offer financial aid I think.

[tough forge]

Hey guys !! which projects are the best to add in Kaggle profile for Data Analyst job

[worldly violet]

i need a team!

[novel meteor]

I'm learner of machine learning

[worn barn]

For...?

[bold horizon]

For all you Data Analysts out there, what do you think is the most challenging task of your job

[wicked berry]

Hi Im new here

[woeful coral]

If you want to learn about hypothesis testing come check out my new post!
https://www.kaggle.com/discussions/general/476391

[wary dawn]

The question is in what field or domain do you want to work as a data analyst? I.e., finance, biomed, healthcare, tech, etc? That determines what projects are the best to add. Hiring managers are looking for experiences (internships, research and course projects) that are relevant for the specific job you are applying for.

[glad wind]

Im Siva Prasad from Visakhapatnam,Andhra Pradesh. Currently working as key account manager but my dream is to become a data scientist.

[opal arrow]

Am I the only one who finds libraries like optuna annoying? In my opinion Kaggle leaderboards are meant for people who have used eda and feature engineering to the best of their abilities, not for people who have gotten lucky using things like Optuna

[unique mountain]

Hi, my name is Perry. I'm new in Data Science. Happy to join.

[worldly violet]

hi

[bold horizon]

hi

[hoary folio]

Is Time Series course a ready only course or it has video lectures? https://www.kaggle.com/learn/time-series

[short wedge]

Kaggle courses are reading and exercises in notebooks - no video lectures.

They can be a great way to dive in or practice skills, but IMO are best complimented with other learning resources like other online courses if you want to go deeper!

[worldly estuary]

👋

[hoary folio]

Got it. Thank you for the information Myles.

[lost crescent]

what the best roadmap to learn data science?

[potent geyser]

afternoon is looking at getting into data sience whit in the blockchain field

[potent geyser]

any advice

[left rock]

Hello everyone,
I'm a developer with 5 years of coding experience, proficient in Web, Blockchain, and AI. Currently, I'm seeking a partner in the US to collaborate with.

[covert trellis]

What are you working on?

[potent geyser]

evning

[potent geyser]

any one got some advice on my quistion

[steel iris]

Hi! Here's to a start of a very long journey to become a data scientist!

[rich halo]

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=gtOk3PmAqHc

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=kLE-XL-68hw

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=i67vHwVZPQc

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=pVFA1Qp0fLw

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=5OSYh5G2BSA

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=br_LowpTpMU

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=BNLDyEVjsmA

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=uJ61SS7bzH8

[honest burrow]

Hi does anyone have their kaggle competition and projects in their resumes?

I am struggling to see what employers are looking for from these projects

Need help with an internship resume, if that helps

[potent geyser]

hey

[potent geyser]

curius as a beginner would it be posible to build a small ai as a personal learning project

[muted canopy]

Just realized the Kaggle profile UI changed today. Need some time for me to adapt with it. But overall, it looks modern & much better than previous one. Thank you Kaggle team 🙌 !

[potent geyser]

🙂

[wicked berry]

/nick Tim Holmes (he/him)

oops -- sorry

[covert trellis]

If you are an expert(just joined today, don’t know who is who), could you please tell me what books or courses you might’ve taken to add to your knowledge.

[wicked berry]

Hi folks, im running a notebook called stable-diffusion-webui-kaggle. Its looking for a tunnel password. Ive given it my public IP (im on a residential providers network) and it keeps telling me the end point is not connected -- can someone explain ?

[potent geyser]

morning

[iron nova]

good morning everyone ^^

[iron nova]

That's a good request, I also would like to know, thanks! Maybe there's a list of sources somewhere?

[reef tiger]

Hey I am a student pursuing AI in my UG, Can i get some sample resumes which actually bypass ATS and have any chance in getting chances for Internships or job offers so that I can realise what to focus on.

[potent geyser]

hey

[covert trellis]

Someone answered this question in a different channel. A book @wary dawn gave was “Understanding Machine Learning: From Theory to Algorithms.”

[wary dawn]

That book is pretty advanced and very math-heavy. If you want to start with something lighter, I'd recommend "An Introduction to Statistical Learning".

[potent geyser]

🙂

any one around for a newb

[humble notch]

Hi all! 🙂

[potent geyser]

morning

[potent geyser]

this is gonna be a long but interesting journey

[potent geyser]

is new is it ok to upload data sets while learning

[bold horizon]

Anybody know best place to learn Microsoft Azure
I know microsoft website has some training but maybe theres better resources

[quartz gulch]

I recently passed the AI 102 exam. MS Learn is great to study the most important concepts. You can also practice with exam questions on this website www.examtopics.com

[bold horizon]

Ok, thanx

[cursive gull]

Can anyone please suggest a good book on Machine Learning for absolute beginners?
I have enrolled in few courses on coursera and also completed the Intro to ML on Kaggle.
But a book would help greatly.

[rain copper]

Hello all,

I trust everyone is in good health.

I'm Diksha Aswal, a graduate student at SUNY Binghamton. With approximately three years of experience in the field of Data Science, I'm currently delving into Natural Language Processing. I'm eager to create a personal project in this area and am seeking a collaborator to join me. Together, we can exchange insights and ideas. If you're passionate about NLP and interested in working on a meaningful project together, please reach out to me.

Thank you and Regards.

[merry river]

hello

[amber hollow]

Has anyone used runpod.io for GPU compute before ?

Im stuck with an issue regarding CUDA not being detected and it has been scratching my head for hours. It is with respect to the newest CUDA version released about 3 months ago (yes, it is a new issue)

https://www.kaggle.com/competitions/pii-detection-removal-from-educational-data/discussion/477851

1. There is no RunPod discussion regarding this, on anyone facing the same problem.
2. The solutions to public stackoverflow and NVIDIA posts are scarce and do not work at all. I have tried everything there, and the replies to the above thread..
3. ChatGPT hallucinates a response, and even if I prompt it to research, it could not give a workaround that makes sense. Neither can Gemini Advanced solve this.

[toxic star]

Le français par example ?

[open marlin]

hi

[normal ruin]

Hi ML girls and boys. This is my first step in the ML world. I wish all of you good luck!

[daring fable]

Hey

[swift minnow]

Hi,
I started down this path last year. A former C/C++/Java developer ... with a small amount of prior Python exposure was my starting point. I attended an AI course at Oxford University in 2020. THen last year I decided I needed to immerse myself in the domain.

To get me going, I found the Kaggle courses excellent. Getting engaged hands-on was best for me.
If you know Python already, great job! If not, it is worth spending time there in my opinion. Some aspects you can pick up as you go along, but I needed to invest time in lists and arrays (numpy).
There is also a lot of helpful material at: https://www.tensorflow.org/tutorials

For books I liked the following:

1. Deep Learning with Python by Francois Chollet
2. AI and Machine Learning for Coders by Laurence Moroney

Some might disagree with me on whether they are beginner books - but I found them useful.

Good luck on your learning journey!
-Michael

[fluid saffron]

theres no dark mode? in kaggle obv

[broken lodge]

Hello, I'm Safni, an undergraduate student and tech enthusiast from Sri Lanka. I'm thrilled to be a part of this community!

[zenith cove]

Still work on progress and i would appreciate feedbacks and tips :
https://www.kaggle.com/code/ehabessam/innovative-eda-feature-engineering-selection

[barren ermine]

I just finished an EDA that I want to continue once I finish my ML course. Id live to get feedbacks on my coding, steps and plots if you dont mind 🙂

Link: https://www.kaggle.com/code/sebastienmotionstats/eda-heart-disease-analysis-motionstats

Thanks 🙂

[hushed dust]

Hi, everybody.

I have a quick question.

I uploaded an Excel file (.xlsx) to Kaggle to use as a part of a notebook.

I have set it as private. How do I find the path or call that excel file in my notebook?

[barren ermine]

import os
for dirname, _, filenames in os.walk('/kaggle/input'):
for filename in filenames:
print(os.path.join(dirname, filename))

Once you run this you will see the path to any file in your notebook then you can call it via pandas

dfs = pd.read_excel(file_name, sheet_name=None)

[hushed dust]

Thank you.

[hushed dust]

If anybody uses Mistral, how can you upload an XLSX file to Mistral?

It keeps telling me that it does not have access, even though I have uploaded it on Kaggle as input to my notebook and have used pandas to read it.

[cursive gull]

Thanks, yes I do know a bit of python, enough that I work professionally on it lol
And yes, I did finish the intro to ML course on kaggle, and would probably do some more
FInally, thanks for the book suggestion 🙂

[vernal geyser]

hey ive been using the kaggle api to download output from my kernel but theres no output in my terminal for some reason?

so in the first line i try donwloading from some other kernel and it worked but when i use mine there is no output??

[autumn tree]

Hi
anyone here knows any API to find weather by using latitude, longitude, date and time?

[wicked berry]

I know about OpenWeatherMap API. One of my friends used it but it's paid. Might be worth looking into.

[broken axle]

Morning all! o/

[nimble iron]

@wicked berry you sent a friend request, you need anything?

[ember ginkgo]

Hello, I only attended lectures and learn only the theory content. How to start it on a practically starting from regression will it be a difficult or easy for me?

[paper panther]

hello , I hope you're all doing good I have a favour to ask i searched in kaggle but couldnt find th emulti label antenna selection dataset its for a research trying to do in MASSIVE MIMO ,if anyone has an idea of where i can get it without generating it my self or idk if anyone could tell me how can i generat eit or have ready

[still hatch]

Greetings, I have a college assignment which requires me to interview a DBA/Data Scientist or someone in a similar profession. I am looking for anyone who might be interested in participating. This assignment isn't due for a while but I felt that I should reach out beforehand to see if anyone is interested. Feel free to let me know!

[tepid geyser]

I'm new to data science and I'm very excited!

[cursive gull]

Kaggle competitions are a good place to start

[minor tartan]

🌐 Machine Learning Partner Wanted 🌟

I'm diving deep into the world of advanced neural networks and looking for a collaborative partner.Here's what I'm looking for:

• 🧠 Advanced knowledge in neural networks like Resnet18, AttnGAN, StackGAN, and more.
• 🇪🇺 Based in Europe, ideally in Germany or Austria, for potential in-person collaborations.
• 🗣️ Fluent in English, Russian, or Ukrainian - proficiency in any of these languages is a must.
• ⏰ Located within +/- 1-2 hours of the Vienna timezone to facilitate smooth collaboration.
• 🛠️ Important: Must be proficient in using the PyTorch framework. Please consider this before reaching out.

Ready to innovate? 💡 Let's join forces to explore uncharted AI territories. DM me to get started! 🤝

[small silo]

Hi Everyone, I started studying Data Analytics and I am glad to be here to build the practical side of my study.

[golden dust]

Excuse me, What's Best book for learning NLP ?

[severe vapor]

I'm Henrique. I'm from Brazil and I've just started to study data science, so I have little knowledge but a great desire to learn.

[stuck belfry]

I am Cardinal have some knowledge on data science but and here to sharpen my knowledge and gain more experience, am open to projects and job opportunities here

[lost crescent]

is it DS was over supply?

[strange hollow]

I'm Leo, I'm from South Korea and I'm studying Machine learning. Had the course about deep learning in uni but I need to learn more and want to participate in many projects and I hope I want to go ML sector.

[slim slate]

woah kaggle dark mode

[grand wagon]

ypu should thank me for this

[bleak arch]

Hi, I'm Emily and enjoy data science and Kaggle!

[brisk bough]

Hello, I am sapna saw and I am new data science world , i have knowledge of programming and i just started machine learning.

[golden glade]

Hey, I'm new here, just learning around

[wicked berry]

Entrepreneur who is trying to find ways to implement different ways of data science in future companies

[limber tulip]

hi

Im working as a Business Analyst and now want to Data Science domain. Hope to land on a DS job which will literally serve my inquisitiveness to work on data and more.

[trim hawk]

hi guys how doing um new who can help about ml

[main stone]

Greetings fellow learners and data enthusiasts!

I'm Saumya Nishi from India and I'm thrilled to announce my recent entry into the Kaggle community. Having transitioned from a role as a Technology Quality professional in the life sciences industry, I am now embarking on a journey into the realm of data science.

Recognising the challenges that come with being a beginner in the field of data science, I am eager to contribute and share my evolving knowledge with all of you. In my initial steps, I have crafted several notebooks focusing on supervised machine learning. These resources are designed to provide beginners with a solid foundation in creating ML models to tackle real-world business cases.

I invite you to explore these notebooks and share your valuable thoughts and feedback. I am open to discussions and brainstorming sessions on new ideas and perspectives. If you find any of the notebooks helpful, your support through upvoting would mean a lot to me. It not only helps me gauge the usefulness of the content but also encourages me to continue sharing knowledge along similar lines.

You can access my notebooks here: https://www.kaggle.com/saumyanishi/code

Thank you for your time and consideration. Wishing you all a fantastic day and the best of luck on your data science journey!

[lost crescent]

any info for bootcamp scholarship 100% fully funded for data role?

[torpid solar]

Hi there,
I'm seeking inspiration for my master's thesis and I'd like to ask for your advice on what you would recommend to a younger version of yourself to explore, given the knowledge and experience you have now, so that such a thesis would be both engaging and marketable. Currently, I work in ML (Computer Vision), and I've been contemplating some way to combine neural networks with cloud computing and carbon footprint reduction. I'm open to any topic suggestions, opinions, constructive criticism, etc., because as I mentioned, I'm in search of inspiration, so even loose ideas could shift my focus to a certain area. Nonetheless, I still have over a year until my defense, so there's no rush, but I'll be grateful for all suggestions. Thanks in advance!

[left rock]

Hello @torpid solar

It's fantastic that you're exploring a topic that integrates your expertise in machine learning with broade themes such as cloud computing and environmental sustainability.
Here are some potential ideas to kickstart your master's thesis.
You can delve into how leveraging distributed machine learning across cloud resources can contribute to minimizing the carbon footprint associated with training large-scale models.

Hello @smoky plank
Nice to meet you

[little cave]

Hey, I am kaggler for fun!
I am excited to learn fascinating things in a competitive environment.

[timid phoenix]

https://tenor.com/view/xluna-high-five-gif-25422702

Hi. My name is Kristen. I am a single mother of a 16 year old boy, and 6 year old girl. I live in SC in the US right now. I am currently working to earn my Google Data Analysis Certificate, and I am very new to programming. I did try some html once a LONG time ago. I would love to connect with people. I am entering the Titanic competition, if anyone wants to create a team HMU!

#1101210830688751626 I am Kristen, Join me on the Titanic competition??

[peak herald]

Hello Kristen! I am a new member of the Kaggle Community. I have a keen interest in data science and machine learning. Would it be possible for me to join your group?

[wicked berry]

Hi , i am Muhammad Abdullah From Pakistan . I am Student of BSCs at Virtual University . I am Junior Data Scientist .
Here my Kaggle Account Link : https://www.kaggle.com/abdmental01

Codes Link : https://www.kaggle.com/abdmental01/code

If you like my Work Do Upvote it Will Help alot.

Let's Connect !

[nimble jungle]

Hello I am Vinit, I recently only made my first Kaggle notebook project and also submitting it in Google – AI Assistants for Data Tasks with Gemma competition.

Checkout my project: https://www.kaggle.com/code/vinit0714/exploratory-data-analysis-eda-using-gemma-llm
Its a tutorial on Exploratory Data Analysis (EDA) using Gemma LLM. If you find my work valuable, I would be grateful for your support through upvotes.

Feel free to connect with me on LinkedIn: https://www.linkedin.com/in/vinit-mehra-a3b66718b/
Very Happy to be part of the community🙂 🙂

[tawdry radish]

i'm a data scientist student at zeal education society in pune india

[mint pendant]

im just new here

I joined a competion but i am stuck any help?

[buoyant spoke]

Hello guys, I am Anish, about to graduate. Looking to connect to new people have fun doing kaggle contests.

[ashen sage]

So, guys I just completed a research study on a specific nanofluid's thermal conductivity, collecting a dataset with various parameters such as such as nanofluid composition, temperature, and conductivity values. I want to use an Artificial Neural Network (ANN) to predict thermal conductivity based on the parameters I collected, I got inspired by several research papers on a similar topic I have questions about starting a feed-forward ANN like which software would I use and what skills do I need so please anyone that is experienced in developing similar ANN models like the one in this research paper
https://sci-hub.se/10.1016/j.csite.2021.101055
if you could give me a general understanding on how to start an feed-forward Artificial Neural Network (ANN) to predict thermal conductivity based on the parameters I collected please write an message on how to start

[gritty stone]

Hello, I am Dan Drai from Jaffa (Tel-Aviv), and i am entering my first competition "Prompt Recovery". I find the challenge proposed captivating, as it offers an occasion to dive very deep into the fundamentals of LLM's.

[verbal mantle]

Hello, I am Emmanuel Oyem from Lagos, Nigeria. I just want to start my first competition on Kaggle, is there any tips i will need to know about, will really be grateful if i can get some tips. Thanks.

[spice seal]

The titanic competition is usually the first competition people do. I am working on it right now with suboptimal results thus far.

[modest pollen]

Nice to meet everyone

[fluid hill]

Hello all! Just very new to all these things, looking forward to learn, and contribute towards this community in the near future!

[bold horizon]

Any self taught ppl pursuing a career in Data

[lucid wyvern]

Hello guys, I am , Chunlin，a phd about to graduate. Looking to connect to new people have fun doing kaggle contests. : )

[prime flume]

Hello everyone. Social Science likes machine learning too lol 🙂

[plush garden]

When is the perfect time to enter the prized competitions?
Like I have achieved some good percentages in 2 of the getting-started competitions and I don't know if I should enroll in the March Machine Learning Mania.

[wicked berry]

Hello! Is there a conversation for the competition "Multi-Class Prediction of Obesity Risk" that closed recently?:)

[low fulcrum]

Hi, everyone! Would like to share my article - a step-by-step guide on building a virtual assistant for any business, maybe it appears valuable to you... or you would like to give any input or any comment 😄 - in the article I pick HSBC UK Bank as a target and build a chatbot for them that outperforms their own greatly.
https://medium.com/@vovakuzmenkov/building-a-fullstack-rag-solution-with-private-llm-a-step-by-step-guide-48a0a4467efc

[halcyon cradle]

hello!

[viral lake]

Prized competitions are all different, first, you need to go through the ones currently available and see if there is any match with your interests and experience. As for timing, you can check the interactive timeline of active competitions to make a proper choice: https://www.kaggle.com/code/kononenko/interactive-tmeline-of-active-kaggle-competitions

[compact osprey]

!!!! URGENT

Is this the normal or the right format for the images to go to the model after doing normalization to them ??

[wary dawn]

We don't know what the colors mean, you need to add a color bar. Also, what do you mean by "format"?

[compact osprey]

I am doing road segmentation and this is one sample of the data that I have, when I do normalization on the data it becomes like the above images, so I ask if this is normal or if this is the correct output after normalization on the data!

[wary dawn]

I don't know because I cannot tell what the colors represent on the normalized images. 🙂 Please add a color bar.

[dapper rain]

Can anyone suggest me some resources for Tensorflow , spoecially for NLP?

[grand wagon]

Hey everyone! Check out my latest notebook on Weed Detection, where I achieved an accuracy of 100%! Feel free to explore the code and let me know your thoughts.

Link:https://www.kaggle.com/code/ayushtiwari2323/weed-detection-using-cnn

[jovial bane]

I'm Ahmed ... I like to join a group working on a ML project.

[rich halo]

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=Frbhwgg28EU

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=aIUc8Y9h51k

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=_qCgiotc0yo

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=kRFyavXs5Fo

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=Gso8ulRW0NM

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=CnEnLZyzxms

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=VWDM_VfWH8A

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=fxeyVy_DoxE

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=n3W5V104jDc

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=32isuqHEz4s

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=EvyKonBd5es

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=dZHlhNHQ-qQ

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=NaWqNesUDCY

[jade stag]

Hello, new guy here from Hungary. At the age of 51, I start a new career. I study Power BI intensively, and want to supplement it with some medium-level of data science knowledge.

[nimble moon]

Hey everyone, I'm Abdelrahman from Egypt. Looking forward to learning with you all!

[tight mesa]

Hello, everyone.
I am glad to be here.
I am a machine learning/computer vision developer and I am truly enthusiastic about the opportunity to contribute my extensive expertise to your projects.

[icy spruce]

hello big family,
I'm new here, I'm a web designer. and I am training in machine learning. I am here to benefit from your experience through project work and other work.

[clear bough]

Hello everyone
I have very recently began my data science journey ,currently i only know python , understand some ML models/concepts
wish to learn a lot from here

[stray mesa]

Hello world!
Really excited to learn a lot and get insights on ML and AI

[junior frost]

hello everyone ,i am new to this data science ,eager to learn more about Ml and AI

[rich halo]

kumarlalitss166 has been warned

Reason: Bad word usage

[vast crater]

Hi! Beginner in python and data science. Working on the Titanic dataset.

[thick maple]

hello everyone, a beginner and machine learning enthusiast here!

[spring vector]

Hello everyone
I have very recently began my data science journey ,currently i only know python , understand some ML models/concepts
wish to learn a lot from here

[old schooner]

Hi everybody! Just joined this server, hope to find great people and learning opportunities here 🙂 Have a nice day ahead

[versed ridge]

Hi!! recently started learning data science, hope will learn a lot here!

[sinful edge]

oh me too i am recently started in machine learning

[stone idol]

Hi everyone, on new here am a student learning Machine learning and have a little experience in python, hope this community motivates more in my dream career

[kindred turret]

Hello everyone. I am a rookie in machine learning. My undergraduate degree is in computer science, so I have some programming foundation. I have just finished reading Mr. Andrew Ng machine learning course and I am currently reading the Lizard Book (Machine Learning in Action), but I feel dizzy after reading it. So I would like to ask in the group if you can give me some advice on learning ML? Thank you so much!

[steel glen]

Print welcome to Hyderabad

[barren rover]

I was wanting to challenge myself to complete as many challenges as possible using c++ instead of python and coding everything from scratch

However it appears that the notebooks are python and r only

Is there still a way to compete in challenges that require a notebook submission while using c++?

[naive dragon]

Hi All. I am new here. Have been on Kaggle during my undergrad times. Done a couple of projects followed by a long break from it. Would like to persue my masters in Data Science. Have given a thought to brush up and skill up my knowledge and hands on in the data scient domain using Kaggle. Happy Learning!

[rich halo]

Kaggle just posted a video! Go check it out!
https://www.youtube.com/watch?v=O6OYPeQtW8o

[bold horizon]

Any AML Analyst here

[floral tangle]

Devin.

[foggy meadow]

Hello. I am new here. Have zero experience in ai and ds, but looking forward to learning from you all.

[lean arrow]

Hello my name is success

[bold horizon]

whats devin discord name

[floral tangle]

Kind of a occupier software

[bold horizon]

oh

[floral tangle]

Devin is the Ai software engineer, released by Cognition Labs recently.