🎉┊celebration

[swift lynx]

Finally reached master tier tonight, I'm really happy to achieve such a thing

Btw, does the color of my account in discord change automatically or what?
Because I still see it in purple.

Never mind, I relinked my account again

[buoyant orchid]

@swift lynx Congrats on reaching master! It should update automatically (it should check every 5 minutes or so), but we're still testing it, glad re-linking worked!

[swift lynx]

Thanks so much

[sour peak]

I finally became a Datasets Expert . I feel very motivated to fly high in field of data science. More way to go..🤩 🤩 🤩
My Profile: https://www.kaggle.com/andrewgeorgeissac

[swift lynx]

Congratulations Andrew

[swift lynx]

I'm finally 2x master in both notebooks and datasets, I'm really happy for such achievement

[buoyant orchid]

Congratulations @swift lynx !!

[swift lynx]

Thanks so much

[glossy burrow]

I'm happy to announce I'm an expert in Kaggle notebooks - thank you everyone for the support, this Discord forum definitely helped :))

[buoyant orchid]

Congrats!!!

[sour peak]

Congratulations!!

[little linden]

Congratulations, I want to be like you how do I go about this. How do I start the journey

[regal ore]

101 consecutive active days on Kaggle

[sour peak]

Excited to announce that **I'm a Notebooks Expert ** !
This achievement is a milestone for me🎉 🎉📘. Thank you for all your support!
My Profile: https://www.kaggle.com/andrewgeorgeissac

[buoyant orchid]

@sour peak Congratulations!!

[swift lynx]

I'm finally a notebook grand master, really happy to achieve that

[buoyant orchid]

Congratulations!

[stable yarrow]

I became a datasets expert today!! Small but good achievement in my opinion! Thanks to the community for a positive response to my work

[short ridge]

Congratulations, @stable yarrow 👏 🎉 We get to cheer you this time. Your effort to uplift everyone on Kaggle is not unnoticed. Thank you so much for all you do to make Kaggle an inclusive and thriving community of AI/Data Science learners and practitioners. 🙌

[stable yarrow]

Thanks a lot for the kind words @short ridge

[lament reef]

I'm overjoyed to let you know that I've become a Notebooks Expert!
This is a significant milestone in my journey, and I want to express my gratitude for your continuous support.

[steel leaf]

Today I have achieved 100 days log-in streak!!
Many things has happen during this 100 days, major event was to become Notebook Expert.

I have summarized my achievements in this post!

Please check if you feel like to!
https://www.kaggle.com/discussions/accomplishments/442326

[steel leaf]

And... there comes my first gold medal in notebooks!
https://www.kaggle.com/code/jasonheesanglee/updated-beginner-eda-on-greeks
Thank you everyone!!

[short ridge]

Congratulations on your amazing accomplishment and progress! Look forward to following and learning from you. 🤓

[short ridge]

🎉 Hi All - I created my first GenAI video and wanted to share my experience creating this video in this LinkedIn post.

https://www.linkedin.com/posts/juliafsuzuki_dance-mobility-sponsorship-activity-7113349717199126528-blBv?utm_source=share&utm_medium=member_desktop

[icy widget]

Great job, Julia! The only thing I would suggest changing is make images of the same size. Some of them are squares, and others closer to 16:9 ratio, making black strips on both sides. Though maybe you can't help it if the images were given to you that way. It seems like they could be personal phone pics that were taken in different orientations.

[short ridge]

Hi @icy widget - Great feedback. Thank you. Editing images was out of scope, meaning I did not find the right tool to edit the images generated by AI or images I found on the internet or have them on my computer, but that does not mean it can not be done. As I navigate this sea of AI tools, I will keep your suggestions in mind. Speaking of images, I wanted more creative images to be generated by AI; I was amazed at there are many AI tools available and many features that I haven't explored it. This was a 10 hour project. 🤗

[icy widget]

Again, really well done. I'd like to think that I can recognize synthetic voices in videos, but what you used was very convincing. Many people charge a lot of money for a lot less, so you should be proud of your final product!

[short ridge]

I am and it was a great experience! There were two hiccups in the audio, but left them there because I didn't know how to fix them and didn't want unexpected effects. I feel good about what I was able to create in a short amount of time, but there are of course opportunities for improvement. I am hoping that this good enough product will catch people's attention (because of "Gen AI") and help Dance Mobility find sponsors as the program is trying to grow. 🤞

[regal ore]

today I reached top 200 in discussions 🎉 https://www.kaggle.com/discussions/accomplishments/444296

[somber smelt]

Hi everyone, i am very excited to share my first ever dataset with you all

Please check it out and maybe upvote too.

Let me know your advices and feedbacks!
Thanks
https://www.Kaggle.com/minhajalii/datasets

[marble granite]

Finally a notebooks expert ‼️
https://www.kaggle.com/brianjing

[steel leaf]

Hi everyone!
I'm back again with a new celebrative news!
Finally I have become Notebooks Master!
Let's rock it!!

If I did it, you can also do it!
https://www.kaggle.com/jasonheesanglee

[hybrid robin]

vishruthvs has been warned

Reason: Bad word usage

vishruthvs has been banned

Reason: Too many infractions

[sand tendon]

I just learnt that I;m now a 4x Kaggle Expert
Thank you to everyone involved especially the KaggleX mentors and my mentees with whom I have been closely working with for several weeks now

@jagged fox @coral lava @mental plaza @runic sierra @mental apex @frosty vapor @dark comet @tawdry glade @mint crow @frosty swallow @fierce girder and so many others to name

PS:

Congratulations, you're now a Kaggle Dataset Expert! was sent on 5th Oct but just saw it today

[mint crow]

Awesome!!! Congratulations 🎊👏. Really inspiring. Let's go 🚀

[dark comet]

Congratulations @sand tendon

[tawdry glade]

Congratulations @sand tendon 👏 👏 🎉 🎉

[runic sierra]

Congratulations @sand tendon 🎉 I am doubly joyful as I also came to know that I have become a Kaggle Expert for the first time. It's truly a moment of celebration and gratitude. 🙏Thanks Sir, for your guidance throughout the KaggleX journey. I owe this achievement to you.

This moment has been made possible due to the great opportunity to participate in the KaggleX program. Thanks to @jagged fox and @coral lava for their guidance and support. I also want to express my gratitude to my co-mentees Sheba, Emmanuel, Zainab, Lorentz, Mustafa, Afolake, Manish and others for their unwavering support throughout the Learning Pathway Index journey. I owe this celebration to all of you.🙌 🎉

https://www.kaggle.com/manishkr1754

[quick tiger]

Congratulations 🥳 Sir @sand tendon 👏

I most confess that this takes alot of hardwork and years of dedication.

It's not easy(I can tell from my little progress) Notwithstanding, you made it 🎉. I(We) can only learn form you(your experience, consistency and devotion).

Thank you and congratulations ✌️🥳

[runic sierra]

You are absolutely right, Ntem. Achieving such milestones indeed requires a tremendous amount of hard work and unwavering dedication. It's inspiring to see @sand tendon 's success and we can all learn a lot from his experience and commitment. Congratulations to him, and let's continue our learning journeys with determination and enthusiasm! 🌟🙌🥳

[fresh flicker]

woow kudos @sand tendon 🎉

[frosty swallow]

Congratulations @sand tendon this is amazing 👏👏

[devout garnet]

Congratulations @sand tendon , well deserved.

[full dawn]

Congratulations @sand tendon . My goal is to become an expert, and I will start working on kaggle competitions before the year ends. I also want to form a group of beginners; do you have any suggestions?

[mental plaza]

Congratulations Mani

It was nice working with you

[fierce girder]

Congratulations @sand tendon. More Achievements and Celebrations on the way!

[fierce girder]

Congratulations @runic sierra . You were really hardworking too. Well deserved and this is to more celebrations on the way.

[feral tiger]

Hello Everyone, Recently crossed the dataset Mark of releasing more than 100 datasets by posting a new dataset everyday and also reached the top 30 in the ranking. Feel free to check them out:)
https://www.kaggle.com/sujaykapadnis/datasets

[sand tendon]

Lets chat offline or via our channels about this, it could be a good segway from our original project(s)

[livid vault]

Hey everyone, glad to share that I received my first ever Silver Medal 🥈 for my Dataset https://www.kaggle.com/datasets/snehilsanyal/weapon-detection-test
Thank you everyone for their support, let's learn and grow together 🔥

[hybrid robin]

hygen0 has been warned

Reason: Posted an invite

hygen0 has been banned

Reason: Too many infractions

[weak oyster]

Let's goooooooo

[cedar lark]

I am glad to share that I became a Contributor from Novice. By the way, today is my first day at Kaggle.

[buoyant orchid]

@elder tusk Looking at the dataset it just looks like you have a couple of images there right now. Where are you sharing the code/resources?

[elder tusk]

hey Myles. I just looked at it and noticed that all th notebook data was gone. But I have now delited it and will start over. Thanks for the heads up!

[tired tangle]

I became a 3X kaggle expert. Please check out my profile 🎉🎉💯
https://www.kaggle.com/sahityasetu

[stable yarrow]

Thanks to all of you
I just became world 1 in discussions

[unreal roost]

Congrats Ravi! Your contributions are really helpful for the community 🎉

[stable yarrow]

Thanks

[orchid ravine]

Congratulations on becoming world #1 in discussions!

[stable yarrow]

Thanks

[orchid ravine]

Keep up the great work!

[orchid zenith]

kaggle certificate felt better than my hs diploma

now pandas is the next !

[soft ginkgo]

I became a notebook expert! please check out my profile! https://www.kaggle.com/abdelrahmanramadan2

[fast lodge]

Alhamdulillah Kaggle Notebook Expert Now! Check out my profile and explore notebooks to check my work. https://www.kaggle.com/muhammadfurqan0

[modest fern]

Hello All, I am happy to share that I have completed 6 certifications in a row for IBM Data Science Professional Certificate.

[fast lodge]

🎉 I'm thrilled to announce the launch of my maiden Kaggle notebook, "Hourly Energy Consumption"! Embarking on my journey into time series analysis, I dove headfirst into the captivating world of energy consumption patterns.

🔍 Exploring uncharted territories, I delved deep into the intricacies of time series analysis, guided by the pioneering Facebook Meta Prophet model. With each hour meticulously scrutinized, I uncovered fascinating insights into energy consumption dynamics.

💡 This milestone marks not only my debut in time series analysis but also my inaugural encounter with the powerful Meta Prophet model. The journey has been exhilarating, filled with invaluable lessons and discoveries that have enriched my understanding of data science.

🌟 As I share my insights and findings with the Kaggle community, I'm filled with gratitude for the opportunity to learn and grow alongside fellow data enthusiasts.

Let's continue to chart new frontiers together in the boundless landscape of data science! 💻⚡

[trim dirge]

Congrats @fast lodge for this awesome steps taken

[fast lodge]

Thank you @trim dirge for your Appreciation and Support😊

[fast lodge]

Exciting news, everyone! 🎉 I'm thrilled to share that I've just been awarded my first silver medal on Kaggle for my latest notebook! 🥈✨

This accomplishment wouldn't have been possible without the amazing support and encouragement from this incredible community. Thank you all for your continuous support and inspiration! Let's keep striving for excellence together. 🌟

[grave hawk]

Congrats!

[fast lodge]

Thank you ☺️💞

[trim dirge]

Thumbs up to you bro @fast lodge

[nimble marsh]

🥳 Hello dear Kagglers! 6 days ago I became Grandmaster in Discussions! https://www.kaggle.com/kapturovalexander

[quick oak]

https://youtu.be/jkYTc2rDWOE?si=YoQc4SWoD9qsvSys

[hybrid robin]

kumarlalitss166 has been warned

Reason: Bad word usage

kumarlalitss166 has been banned

Reason: Too many infractions

[thorn pagoda]

🥈📚 Second Silver Medal Unlocked! 📚🥈
🎉 Hey Kagglers! I'm absolutely thrilled to share some exciting news with you all! 🎉

🥈✨ I've just secured my second Silver medal on Kaggle, and this time it's for Notebooks! 🥈✨

Boston House Price Prediction #1st Silver medal 🥈
Exploratory Data Analysis #2nd Silver medal 🥈

[grim mirage]

[ Talking about my Journey to become Kaggle Notebook Grandmaster ]

Thrilled to share my journey from a curious enthusiast to achieving the Kaggle Notebook Grandmaster on the first episode of Data Convo by Data Wizards. I discussed my very first spark of interest in the data field, my Kaggle journey, some of my favourite notebooks that have influenced me, and more insights about Kaggle from my point of view.

Watch the full episode on the Data Wizards YouTube Channel: https://lnkd.in/gw-UAeX7

Thank you to Data Wizards Community and to all of you who supporting me.

[thorn pagoda]

🌟 My 30-Day Kaggle Journey🌟 Novice to 3X Expert with consistantcy

[winter solar]

📢 Exciting news! Ever wondered what vectors in a vector space look like? 💭 Check out my latest Kaggle Notebook where I delve into the visual representation of word vectors using the** Word2Vec model on the Game of Thrones dataset**! 🐉📚

🔗 Link to the Notebook: Visual Representation of Word2Vec on GoT Dataset

In this notebook, I've explored the fascinating world of word embeddings and how they can be represented visually in a vector space. Using the popular Word2Vec model, I've** analysed the rich language of George R.R. Martin's iconic series, Game of Thrones.**

👀 Dive in to:

🔍 Understand the concept of word vectors and their significance in natural language processing.
🎨 Visualise word embeddings in a high-dimensional vector space.
📊 Explore relationships between words and their vectors!
🔀 Investigate semantic similarities and analogies between words.
💡 Gain insights into how vector representations capture linguistic nuances and contexts.

Whether you're a seasoned data scientist or just curious about the magic behind language models, this notebook offers a captivating journey into the world of vectors and their applications.

Don't miss out! Click the link above to explore the notebook, and feel free to leave your comments, questions, and feedback. Let's dive into the realm of word vectors together! 🚀✨

#DataScience #WordEmbeddings #nlp #GameOfThrones #Kaggle #Word2Vec #VectorSpace #DataVisualization

[thorn pagoda]

🔥🔥📊🌟Celebrating 500+ Views on My Exploratory Data Analysis (EDA) Notebook !!!! 🎉🔍🔥🔥
Exciting news!🔥🔥 🚀 My exploratory data analysis (EDA) notebook focusing on the Tips dataset has surpassed 500 views on Kaggle! 📈
Thank you to everyone who has engaged with and shown interest in this analysis.
Exploratory Data Analysis on Tips Dataset! # check out notebook here⬅️

[winter solar]

🚀 Dive deep into the world of Transformers with my comprehensive guide! 📚✨ Whether you're new to the field or looking to level up your understanding, this post has got you covered. From the basics to advanced concepts, I break it all down in an engaging and accessible way.

Check it out here: Understanding Transformers: A Comprehensive Guide

Feel free to share with your fellow AI enthusiasts and learners. Let's unlock the power of State-of-the-Art Transformers together! 💡🤖 #Transformers #AI #DeepLearning #nlp #KaggleKnowledge

[thorn pagoda]

🥇🥇🥇🥇Exciting news, everyone! 🚀 I'm thrilled to share that I've been awarded
10 Gold medals for contributions to Kaggle discussions! 🥇 🥇🥇🥇

[winter solar]

Dear Friends! Could you please check on my recent Kaggle blogs and support me with an upvote?
I would deeply appreciate it if you could share your view on it by providing valuable Feedback😇

Why Attention is all you need? https://www.kaggle.com/discussions/general/493003

Ever Wonder how Prompts are interconnected in series? https://www.kaggle.com/discussions/general/493866

Exploring the ReAct Revolution https://www.kaggle.com/discussions/general/494233

[thorn pagoda]

🌟📊 Amazing Response: Dataset Trends with 2300+ Views and 380+ Downloads in 3 Days on Kaggle! 🚀🎉
Incredible news! 🌟
I'm thrilled to share that within just 3 days of posting, my dataset has received an outstanding 2300+ views and 380+ downloads on Kaggle, and it's now trending! 📈💻

Social Media Buying Dataset # Check out dataset here⬅️

[fast lodge]

🥈 Just snagged my 8th silver on Kaggle! 🎉

Hey Kagglers,

I'm thrilled to share that I've just secured my 8th silver medal on Kaggle! 🥈 It's been an incredible journey filled with challenges, learning, and growth, and I'm beyond grateful for this achievement.

This journey wouldn't have been possible without the amazing Kaggle community. Your support, feedback, and collaboration have been invaluable every step of the way. Whether it's through discussions, kernels, or competitions, the camaraderie and knowledge-sharing within this community continue to inspire me.

A huge shoutout to all the competitors who push the boundaries of what's possible and constantly raise the bar. Your dedication and passion drive me to improve and strive for excellence.

To anyone just starting out on their Kaggle journey, remember that every challenge is an opportunity to learn and grow. Embrace the process, ask questions, and don't be afraid to experiment. With persistence and determination, you'll be amazed at what you can achieve.

Once again, thank you to the Kaggle community for your support and encouragement. Here's to many more exciting challenges and victories ahead!

Keep coding, keep competing, and keep pushing the boundaries of data science! 🚀

Kaggle #DataScience #SilverMedal #AchievementUnlocked #CommunityMatters

[winter solar]

https://www.kaggle.com/code/saurabhbadole/decoding-the-attention-black-box-using-bertviz

https://www.kaggle.com/discussions/general/496770
BertViz is a tool designed to visualize the inner workings of a specific part of large language models (LLMs) called the attention mechanism. I am sure you will love this blog and find it insightful 🙂

[winter solar]

https://www.kaggle.com/discussions/accomplishments/498458

[hybrid robin]

asadali_ has been warned

Reason: Bad word usage

asadali_ has been banned

Reason: Too many infractions

[hybrid robin]

talentowl has been warned

Reason: Bad word usage

talentowl has been banned

Reason: Too many infractions

[thorn pagoda]

🏆🚀 Top of the Leaderboard: Securing 1st Place in Kaggle's Competition! 🌟💡
Exciting news! 🌟 I am thrilled to share that I've secured the 1st rank in the Practice Session 1 - CD 2024 Competition on Kaggle! 🏆💡

[hybrid robin]

.paitom has been warned

Reason: Bad word usage

.paitom has been banned

Reason: Too many infractions

[thorn pagoda]

🎉 My notebook just hit 1500+ views on Kaggle!
Thank you to everyone who has taken the time to check it out.

[hybrid robin]

bechir00 has been warned

Reason: Bad word usage

bechir00 has been banned

Reason: Too many infractions

[thorn pagoda]

🎉 Excited to share that I've crossed 400+ bronze medals in Kaggle Discussions! 🥉

[thorn pagoda]

🎉 I Reached Top 500 Rank in Notebooks ! 🎉

[thorn pagoda]

I'm thrilled to share that my notebook on Kaggle has just hit 50 forks!
If you haven't checked it out yet, feel free to explore and fork the notebook here #📝⬅️NoteBookLink

[thorn pagoda]

I'm thrilled to announce that I just received my very first Gold Medal on my Kaggle notebook!

[thorn pagoda]

I'm thrilled to share that I have achieved Notebooks Master Status on Kaggle and secured a rank in the Top 400 in Notebooks – all in just 88 days since joining!

[thorn pagoda]

🎉Achievement Unlocked! 🎉

I'm excited to share that I've completed a 90-day login streak on Kaggle!

[short sparrow]

🚀 Attention Kagglers! Two new medical datasets are now available for your machine learning projects. Dive into the 🩺📊 Cancer Prediction Dataset to develop models for predicting cancer, and explore the 📊 Predict Liver Disease: 1700 Records Dataset to tackle liver disease prediction. Start experimenting and drive impactful healthcare solutions!

[short sparrow]

Attention Kagglers! We are excited to announce the addition of two new datasets for your machine learning projects. These medical datasets are invaluable for health-related data analysis and predictive modeling:

1. 🩸 Diabetes Health Dataset Analysis 🩸
   Dive into comprehensive diabetes health data to uncover patterns and insights. This dataset is perfect for those looking to explore the factors influencing diabetes and develop predictive models.

   • Explore the Diabetes Health Dataset

2. 🩺 Chronic Kidney Disease Dataset Analysis 🩺
   Analyze extensive data related to chronic kidney disease. This dataset offers a rich source of information for understanding the complexities of kidney health and creating impactful machine learning solutions.

   • Discover the Chronic Kidney Disease Dataset

Don't miss out on these valuable resources to enhance your data science projects and contribute to the medical field with innovative solutions. Happy analyzing!

[short sparrow]

I'm excited to announce that two new datasets are now available for you to explore and use in your projects!

🌍 Air Quality and Health Impact Dataset 🌍
Dive into the intricate relationship between air quality and public health. This dataset provides detailed information on air pollutants and their impact on health outcomes. Perfect for those interested in environmental science, public health, and data analysis.
🔗 Explore the Air Quality and Health Impact Dataset

📚 Students Performance Dataset 📚
Uncover the factors influencing students' academic performance. This dataset includes variables such as socioeconomic status, parental education levels, and more. Ideal for education analysts, data scientists, and anyone passionate about improving educational outcomes.
🔗 Explore the Students Performance Dataset

Feel free to dive in, analyze, and share your insights. Happy Kaggle-ing!

Best regards,
Rabie El Kharoua

[hybrid robin]

archangel7431 has been warned

Reason: Bad word usage

archangel7431 has been banned

Reason: Too many infractions

[thorn pagoda]

🌟 I'm thrilled to announce that my notebook has surpassed 1,000 views on Kaggle! This is a huge achievement, and I couldn't have done it without the incredible support from the Kaggle community 🌟

[short sparrow]

Hello Data Scientists and Machine Learning Enthusiasts,

We're thrilled to announce the release of three brand-new datasets, ready for you to explore and use in your predictive machine-learning projects. Dive into these datasets and enhance your models this weekend!

The Datasets:

🌬️ Asthma Disease Dataset

• Description: A comprehensive dataset on asthma, including patient demographics, symptoms, and treatment outcomes.
• Ideal For: Classification, regression.

🧠 Alzheimer's Disease Dataset

• Description: Detailed information on Alzheimer's disease, featuring cognitive test results, MRI scans, and genetic data.
• Ideal For: Predictive modeling, clustering.

🏥 Parkinson's Disease Dataset Analysis

• Description: An extensive dataset on Parkinson's disease, including voice recordings, medical history, and symptom progression.
• Ideal For: Feature extraction, classification.

Get Involved:

Share your findings and models with the community. Join the discussion on our forum and let us know how you’re using these datasets in your projects.

Happy coding, and may your models be ever accurate!

---

Stay tuned for more updates and future releases. Let's continue to push the boundaries of what's possible with data and machine learning.

[thorn pagoda]

I'm excited to share that I've completed a 1️⃣0️⃣1️⃣ days login streak on Kaggle! Consistency is key , and this achievement is a testament to dedication and the supportive Kaggle community 🌟.

[short sparrow]

🦹‍♀️ 🕹️ Yes, It's Another One: Not Just A Dataset But A Game! 🎮 👾

Hey data enthusiasts and superhero fans! 🎉 Get ready for an exhilarating data science game that brings epic superhero battles to your fingertips. Our latest dataset launch is here to provide endless fun and challenge:

🦸 Fictional Character Battle Outcome Prediction 🦸

Step into the arena of legendary showdowns with our new dataset. It's time to put on your data science cape and dive into the ultimate gameplay experience. Here’s what awaits you:

Gameplay Features:

1. Battle Outcome Predictions: Use your data science skills to predict the winner of epic battles between iconic characters from Marvel and DC Comics. Can your model accurately forecast the victor based on attributes like strength, speed, and intelligence?

2. Attribute Analysis: Uncover the secrets behind each battle. Analyze which character traits and special abilities are the most decisive in determining the outcome. Is it raw strength or strategic intelligence that wins the day?

3. Scenario Simulation: Become the game master! Adjust character attributes and simulate different battle scenarios. Experiment with changes in special abilities and weaknesses to see how they impact the fight.

Are you ready to embark on this data science adventure and emerge as the ultimate champion in the battle of heroes and villains? Dive in now and let the games begin!

🔗 Check out the dataset here

Stay tuned, consider following for more updates because you know there's always… another one.

[short sparrow]

🎉 Another One: Five New Datasets Dropped on Kaggle! 🎉

Hey data enthusiasts! 🎉 We've just released not one, but FIVE amazing new datasets on Kaggle. We're here with another one to keep your data cravings satisfied. Check them out:

1. 🐾 Predict Pet Adoption Status Dataset: Explore the factors influencing pet adoption and help shelters optimize their processes. Perfect for animal welfare analytics and predictive modeling!
   Predict Pet Adoption Status Dataset

2. 📱 Predict Consumer Electronics Sales Dataset: Dive into sales data for consumer electronics, ideal for understanding market trends and boosting sales strategies.
   Predict Consumer Electronics Sales Dataset

3. 🏠 Predict Smart Home Device Efficiency Dataset: Analyze the efficiency of smart home devices.
   Predict Smart Home Device Efficiency Dataset

4. 🎓 Predict Online Course Engagement Dataset: Discover the factors that drive student engagement.
   Predict Online Course Engagement Dataset

5. 🛍️ Predict Customer Purchase Behavior Dataset: Investigate consumer behavior.
   Predict Customer Purchase Behavior Dataset

Get ready to enhance your data science projects with these fresh additions. Happy coding and may your insights be plentiful!

Stay tuned, consider following for more updates because you know there's always… another one.

[hybrid robin]

haris8507 has been warned

Reason: Bad word usage

haris8507 has been banned

Reason: Too many infractions

[thorn pagoda]

I'm thrilled to share that my notebook on Kaggle has reached 50 forks A huge thank you to the amazing Kaggle community for your support and engagement.

[hybrid robin]

diablo931 has been warned

Reason: Bad word usage

diablo931 has been banned

Reason: Too many infractions

[floral jasper]

https://www.kaggle.com/code/rauf111/k-means-clustering-algorithm

[floral jasper]

https://www.kaggle.com/code/rauf111/gradient-boosting-machines-gbm

[floral jasper]

https://www.kaggle.com/code/rauf111/understanding-adaboost-from-basics-to-implement

[short sparrow]

In our exploration of breast cancer diagnosis, we've delved into this dataset using two distinct approaches: traditional methods and advanced machine learning techniques.

🎗️ Traditional Method Success: In one analysis, we achieved an impressive 94% accuracy using a single linear function. Explore the notebook here to see how simplicity can yield robust diagnostic results.

🎗️ Machine Learning Advancement: Leveraging machine learning, our approach achieved an outstanding 99% accuracy. Dive into the notebook here to understand how advanced modeling techniques enhance diagnostic accuracy and reliability.

🌟 Feedback: Waiting for your feedback, everyone. In your opinion, what is the best approach: using machine learning or without machine learning?

[ornate apex]

Hello dear Kagglers,
I am on the verge of earning my first silver medal for my notebooks and require just two more votes to achieve this milestone. I would greatly appreciate it if any of you could take the time to review my notebook and consider upvoting it if you find it helpful, thank you in advance for all the support 😊 : https://www.kaggle.com/code/edumisvieramartin/prediction-pets-adoption-anns-99-acc

[rustic geyser]

Hello Community,
I'm excited to share my latest work with you!
I have updated my dataset of company documents, which now includes over 2,000 documents categorized into four primary types: invoices, inventory reports, purchase orders, and shipping orders.
Leveraging the power of large language models (LLMs) for information extraction, I mapped these files on Phi3 Mini to extract JSON data. This update enhances tasks such as information retrieval, contextual classification, and other business logic applications.
You can explore my work here:
https://huggingface.co/datasets/AyoubChLin/CompanyDocuments

Additionally, here is the code I used to extract the information using LLMs:
https://www.kaggle.com/code/ayoubcherguelaine/phi-company-document-information-extractor

[stable oyster]

Hello deeple4rners! Excited to share T-Scirt with you all - a collection of t-shirts, mugs, bags, and more inspired by the deep learning world. Dive into famous plots from the #papers we read daily. This idea sparked after completing my PhD; feeling more like a graphic designer than a scientist 😵‍💫.

Check out designs like the girl in the center sporting the famous image by #stylegan3 and the image by #dalle3 on the upper left...can you guess what's wrong? and why?

More designs in the pipeline! If you have any papers in mind, drop a DM!

Explore the shop here, thanks to
Redbubble to giving me premium access directly!
https://www.redbubble.com/people/psykomantis/shop?asc=u

[hybrid robin]

data_insights_wizard has been warned

Reason: Bad word usage

data_insights_wizard has been banned

Reason: Too many infractions

[deep minnow]

Hello kagglers,
I'm happy to share that I've completed my first ever project in python and I'm looking for suggestions, ideas, comments - anything you want to say. The idea of the project was to visualize stock data (which I got using yfinance) and use different ML models like XGBoost or LightGBM to try to forecast changes. Everything was visualized using Dash and Plotly and is hosted on GitHub Pages. Here is the link: https://dec0dedd.github.io/alcompare/

[split bay]

Hi Kagglers. Hope you all are doing good.

🎉 Excited to announce that I've completed a course on Linear Algebra! 📚 This fundamental subject is essential for mastering data science concepts. To showcase my learnings, I'll be sharing a series of notebooks exploring its applications in data science using Python.

Part 1 Notebook: https://www.kaggle.com/code/yogitamutyala/applications-of-linear-algebra-in-data-science-i

In this part, I delve into the key concepts and applications of Linear Algebra in the field of Machine Learning. This blog series aims to provide practical examples and code snippets to help you understand the concepts better.

Stay tuned for the upcoming parts!

[wise jewel]

Hey everyone! 👋

I've just published a new Kaggle notebook titled Breast Cancer Prediction

This notebook makes extensive use of MLflow and DagsHub for experiment tracking, enhancing collaboration.

Table of Contents :

Breast Cancer Prediction Using Machine Learning
Problem Understanding
Import Libraries
Load and Explore the Data
Create DataFrame
Data Exploration and Visualization
Check for Missing Values
Statistical Summary
Distribution of Features
Boxplots of Features
Correlation Matrix
Data Preprocessing
Separate Features and Target
Handle Outliers Using IQR
Log Transformation
Train-Test Split
Class Distribution in Training Set
Handling Imbalanced Data with SMOTE
Feature Scaling
Model Training and Evaluation
Logistic Regression
K-Nearest Neighbors
Support Vector Machine
Decision Tree Classifier
Initialize DagsHub for MLflow Tracking
Model Tracking with MLflow
Set Tracking URI
Define Function to Log Model Results
Log Initial Models
Feature Selection
Correlation Matrix Feature Selection
Model Training with Selected Features
Mutual Information
Sequential Feature Selection
Embedded Methods
Log Models After Feature Selection
Hyperparameter Tuning
Grid Search with KNN
Grid Search with Logistic Regression
Random Search with KNN
Random Search with Logistic Regression
Log the Tuned Models
Register Best Model
Create Pipeline

If you're interested in machine learning, data preprocessing techniques, model evaluation, or learning how to integrate MLflow and DagsHub into your projects, this notebook has something for you.

Check out the notebook here.
https://www.kaggle.com/code/mmfsnol/breast-cancer-prediction
Appreciate your vote if it benefits you 👍

[orchid jewel]

https://www.linkedin.com/posts/prakhardixit250697_neurips2024-research-llm-activity-7250236948198342656-V6DZ?utm_source=share&utm_medium=member_desktop

My first PhD paper got accepted at the MATH-AI workshop at Neurips, cant believe it yet😭

[weary bolt]

Hello coders, Requested to review this notebook.

https://www.kaggle.com/code/avdhesh15/body-parts-classifier-model

Drop your valuable comments and upvote it. 🎉

[twin quarry]

Hey everyone!! I'm a beginner in the data science field! Could you review and give me some feedbacks on my first notebook?

https://www.kaggle.com/code/marcelobatalhah/yc-entrepreneurs-top-companies-eda-1-notebook

[sharp bear]

Hi @everyone,

I’m excited to share my latest work on long-form summarization! 🎉

I’ve posted a Kaggle notebook for a competition that explores long-form summarization using Gemini-1.5-Pro, Google’s latest model with an impressive context window up to 2 million tokens.

Highlights of my work:

Explored the largest 10k filings finance dataset I found it through a research paper.
Utilized Chain-of-Thought Prompting to generate structured summaries.
Implemented Summary Evaluation using state of the art LLM-as-Judge Strategy.

I’d really appreciate it if you could take a look and share your thoughts and feedback!

Thanks,
Mihir

https://www.kaggle.com/code/mihir2891/long-form-summarization-cot-llm-as-judge-eval

[warm island]

This Is My First Kaggle Competition: Ranked 1939 out of 3700+ Teams Worldwide!

Full post link: https://www.linkedin.com/posts/tariq-bin-bashar_kagglebeginner-datascience-machinelearning-activity-7257730672318951426-sIUK?utm_source=share&utm_medium=member_desktop

[brittle dew]

HI, I am Abdullah I am an ML engineer want to join any team to particapte in kaggle competions

[elder tusk]

I got expert rank on kaggle 🎉

[sand tendon]

Feel free to interact with a shoutout Kaggle Discussion: https://www.kaggle.com/discussions/accomplishments/545545

Thank you @Emmanuel Katchy @Amrit and the rest of the LPI team!

[boreal pebble]

Good afternoon everyone,
I’m thrilled to share that I’ve finally launched my project! It’s been a journey full of effort and sacrifices, but I’m proud to say it’s completed. I’d love to share the details with you all, and I hope it can be helpful. Let’s stay in touch! 😊
https://www.linkedin.com/posts/jeniferaylengarategarro_kagglex-kagglecommunity-googleprojects-activity-7263166381817311233-sXFj?utm_source=share&utm_medium=member_desktop

[elder tusk]

Thank you all for everything. This course has been an incredible journey, offering me the chance to connect with amazing people and forge new friendships. It was truly enriching to share this experience with individuals from all corners of the world. I’m deeply grateful to everyone who made this possible—thank you!

https://www.linkedin.com/posts/omertanir_genai-google-ai-activity-7263310946742247424-qGQO?utm_source=share&utm_medium=member_android

[rose tusk]

One message removed from a suspended account.

[elder tusk]

I am happy to share with you that I have become a master on Kaggle 🎉
https://www.linkedin.com/posts/mostafa-mahmoud-72a024338_i-am-happy-to-share-with-you-that-i-have-activity-7270756844690681858-koiM?utm_source=share&utm_medium=member_desktop

[fresh roost]

https://www.kaggle.com/code/sajjadalishah/loan-approval-prediction-xgb
please upvote if you like the notebook

[willow rock]

https://www.kaggle.com/code/omidsakaki1370/sticker-sales-eda-forecasting
If my notebook was useful for you, please give me a upvote. Thank you for your support

[clear wasp]

hi guys plz upvote my work if u find it helpful.
https://www.kaggle.com/code/rohanvidhate/beginner-friendly-lgbm

[lapis moss]

HI everybody, I am celebrating my stupidity.

[fair sinew]

I waiting your opinion and your upvote if you see project helpful
If you want upload images downloaded nootbook 🔭

https://www.kaggle.com/code/abdulrahmanmohammed3/mnist-simple-cnn-keras

[strange monolith]

ppl i got an remote internship check out

https://www.linkedin.com/posts/huzaifawatto_internshipopportunity-cosmic365-remoteinternship-activity-7306200686570999810-H05X?utm_source=share&utm_medium=member_desktop&rcm=ACoAADpAOFcBfIUcnVcB_B3BGegaJiHW1oulA34

[hybrid robin]

rabieelkharoua has been warned

Reason: Bad word usage

rabieelkharoua has been banned

Reason: Too many infractions

[rancid holly]

https://media.discordapp.net/attachments/1294380382661116045/1383592646957858977/1.jpg?ex=684f5a90&is=684e0910&hm=64b286eeb18d3b987538bd2067cb0de9b4122061613abe0ab497769175a1ed48&=&format=webp&width=648&height=864 https://media.discordapp.net/attachments/1294380382661116045/1383592647372832828/2.jpg?ex=684f5a91&is=684e0911&hm=bd91738c8c2c212e23c4e7519c5ee2cbde92b72aa288cfdeb8a1c8a280f99f11&=&format=webp&width=648&height=864 https://media.discordapp.net/attachments/1294380382661116045/1383592647654113301/3.jpg?ex=684f5a91&is=684e0911&hm=0a3784e1bc602851bd59d049fee2a9d0ffd44c45d8ccbcdc4f1840c264cc8476&=&format=webp&width=648&height=864

[earnest lava]

👋 Hey everyone —

I’m running a short (5-min) student survey on how college students are using tools like ChatGPT or Gemini for assignments, coding, and learning. Totally anonymous.

Would mean a lot if you could take it or share it in your group 🙏

https://forms.gle/2iQWbs3gkobsUFfDA

[novel harness]

i have come up with special notebook kindly view it and provide in depth insights

https://www.kaggle.com/code/hammadulmustafa/unveiling-insights-eda-with-plotly-for-starters

[tight spoke]

Join in the Celebrations of #IAmRemarkable Week with Certified Facilitators Aishee Bhattacharya & Sowmiya V at their #IAmRemarkable Workshop designed to embrace your achievements & develop your Self Promotion Skills.

Date: 6th July 2025
Time: 6:00 PM IST
Venue: Google Meet
Duration: 90 mins
Language: English

Register now at https://lu.ma/peyy9xsf and receive a calendar invitation via email.

[vivid fog]

subscribe this channel and see the latest update and learning video from here :https://www.youtube.com/@AuraaiX/videos

[uneven bolt]

https://open.substack.com/pub/sahilbali/p/day-3-first-steps-in-ai-communication?utm_source=share&utm_medium=android&r=1z6xnq

[viral bay]

Hi everyone.
Check out my recent LinkedIn post
https://www.linkedin.com/posts/nadiveedishravanreddy_ai-hackathon-qwen-ugcPost-7355265897877434369-7RI5?utm_source=share&utm_medium=member_android&rcm=ACoAADX5z6YBuglxAEU8qLTSpw8ONQlWu0Yd44Q

[elder tusk]

created and completed my first LLM project and learned a lot about Debugging in the process Love to hear your thoughts
https://www.kaggle.com/code/kjacoby/debugging-guide-t5-fine-tuning-true-bug

[modern yew]

Congrats!

[hybrid robin]

bloodyhunter_2311 has been warned

Reason: Posted an invite

bloodyhunter_2311 has been banned

Reason: Too many infractions

[cloud furnace]

Congratulations

[lapis moss]

No way somebody reacted to this after 9 months

[dawn escarp]

Are giving $2500 to everyone?

[clear wasp]

https://www.kaggle.com/code/rohanvidhate/beginner-friendly-10-min-0-05560
Hello everyone I have beginner friendly Oct-25 competition of Predicting Road Accident Risk.
Plz upvote if you find it helpful.

[potent cipher]

Hey everyone 👋 I’m Rammani Pandey, a B.Tech graduate in AI & Data Science (2025) 🎓. I’m passionate about AI/ML, Generative AI, and Cloud Computing ☁️🤖.

Excited to connect, learn, and collaborate withyou !
LinkedIn: https://www.linkedin.com/in/rammani-pandey-97302a22b/
GitHub: https://github.com/RammaniPandey
Email: [e-mail]

[umbral panther]

https://tenor.com/view/mochi-mochimons-mochimon-kawaii-cute-gif-13105127215766961484

[zenith yew]

Hii

[ivory ember]

hi

[astral lagoon]

Hi

[pastel ingot]

hi

[broken pewter]

From 11 to 12:30 I ll be in my school,so can I join from there but I can't pay attention to the livestream so can I watch the recorded livestream.
Can I ??

Do you provide me the link of the recorded livestream on here(in the discord)

[golden sonnet]

No need to worry staff of kaggle will be providing us the recordings too

[raven scaffold]

good morning sir/everyone this bonus your talking about its since last year its giving now ???

[swift kindle]

Hey

[steady minnow]

they are already available in youtube no worries

[warped summit]

Hi

[fossil oar]

Hi

[worn valve]

hello , i got badges...🥳 and how many of you got badges.. Congrates to those who got badges..

[fickle wedge]

Did you completed the capstone project? Or only completed videos and assignments?

[ocean jasper]

yes

[nova forum]

Me to I got some badges to 😘

Sorry no meant 🥳not 😘

[dreamy kestrel]

I think

[dull wind]

Hi

[broken pewter]

How to build it guys I've no idea I've tried soo many times but error are showing here and there everytime

[heavy slate]

How

[steep harbor]

Hello everyone! 👋

I’m excited to share my capstone project:

🛡️ SENTINELS – Multimodal Disaster Intelligence System
An AI-powered system for real-time disaster detection, severity analysis, risk prediction & interactive mapping.

🔗 Kaggle Notebook: https://www.kaggle.com/code/mukthanjalibonala/sentinels-multimodal-disaster-intelligence-agent

Connect with me on LinkedIn 👉 https://www.linkedin.com/in/mukthanjalibonala/

Would love feedback, suggestions, and support 🙏

Thank you! 💙

[valid vortex]

:Inc:

[solid rivet]

hi

[valid cove]

Hi

Completing learning OOP in python.

[slow jacinth]

next u can do:

• switch from pandas to polars
• switch from sklearn to https://crowdcent.github.io/centimators/#getting-started

[candid creek]

Hi

[sacred wyvern]

https://www.linkedin.com/posts/chetanmy_dataengineering-databricks-lakehouse-activity-7427454933156732928-Vmtd?utm_source=share&utm_medium=member_ios&rcm=ACoAAC8PmzIBcK8iIvyzrDdQA3aMhQz-eyiUEPo

cleared databricks data engineer certification

[hollow jay]

AlhamduliAllah

I am finally Dataset Grandmaster
ranked 17 out of 8454
Thankyour everyone who supported and guided me!
https://www.kaggle.com/mabubakrsiddiq

[fiery sand]

Hey @everyone
I have just completed my first project by using python,numpy,pandas,matplotlib,seaborn...
Just view it once and and give me your feedback.
Your feedback really matters a lot to me.
https://www.linkedin.com/posts/zia-ur-rehman63_icodeguru-dataanalytics-python-activity-7437385372671688704-MyBu?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFi9ZNsBS730JlvcudUp_BZUGk5XmwWSkaM

If you found this project valuable, feel free to like or share your thoughts.

[old jolt]

About This Dataset
🏆 2,000+ downloads and counting — synthetic placement dataset on Kaggle!
https://www.kaggle.com/datasets/suhanigupta04/student-placement-prediction-dataset

• 100,000 synthetic student records simulating real recruitment patterns
• Ideal for placement prediction, salary estimation, feature importance analysis, and fairness auditing across branches and tiers
  🔗 Starter Notebook available — EDA, baseline ML models, feature importance. Great starting point for your own experiments!

[errant shale]

https://www.instagram.com/reel/DYOsk2czUZh/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA==

[candid hatch]

Celebrating 100k+ downloads on HuggingFace 😊 : https://www.linkedin.com/posts/isham-rashik-5a547711b_huggingface-opensource-nlp-activity-7451935529597562880-al9q