🚀┊career-discussion

[eager escarp]

Based on my research for the 2022 Kaggle Notebook competition, I've built this simple salary calculator for Data Scientists. https://jobs-in-data.com/salary-calculator It involves 5 features that came up as the most important in the model where the target variable was the salary reported by the survey participants:

• country
• years of ML experience
• years of coding
• industry
• position name
  The basic objective of the calculator is to give a reasonable benchmark for salary negotiations.

[summer salmon]

@eager escarp i tried this calculator and men !!!🤯

First off, Where can I get this annual amount as a Nigeria Data Scientist... Any recommendation on Industries to apply to. My skill set is not bad... Over 4 years of Data Science.... 😊

[buoyant compass]

Hello everyone! Hope all are doing well. I would love to revive sone career guidance on career transition. I am currently an international student of data science and artificial intelligence in Canada and volunteering as Junior ML Engineer in Omdena. I have around 8 years experience in IT company in India in different t domain and this is my career transition phase . 1) I would like to know initially what kind of companies I need to target to apply for interviews as to get through BIG 4 companies will be quite challenging in initial phase. I have experience in getting no response from employers for which I have applied through LinkedIn and company websites for fall 2023 internships. Hence it is becoming a matter of concern. 2) How to learn LLM and NLP practically as due to high computing power most of the softwares are not suitable for my computer. 3) What are the data science and artificial intelligence skills which are mostly in demand in Canada ?

[eager escarp]

The data for the calculator is coming from the Kaggle survey, so someone must have reported those salaries. However, the dataset does not contain the actual company names.
As for your second question, here you can find some job offers in Nigeria: https://jobs-in-data.com/l-nigeria . Many of them are still active despite being posted and indexed quite some time ago. For more details please PM me, because Discord does not support threads, and I do not want to spam others.

[true moon]

I am working as data engineer and want to learn data science preferably through 1-1 mentorship program. I want to become full stack ds and want to crack remote Jobs. Looking for suggestion. Thanks

[static geyser]

can anyone share links of data science internshipss

[south depot]

Im a class 12 high school dropout. I did MOOC of Google Data Analytics and IBM Data Science but forgot everything i learnt. I come from non technical background. So far did 3 kaggle playground series came in top 71%, 80%, 96%. I want to do better and start freelancing in upwork. I can't go to college due financial crisis.

How can i devlop mental model/intuition of a data scientists, so that i can easily figure out best way to do projects?

[hollow hound]

I’d say start with Kaggle courses

[south depot]

Thank you @hollow hound, i have also applied for Mathematics for Machine Learning and Data Science Specialization by DeepLearning.ai from Coursera financial aid.

[whole flame]

Keep going！You are doing so well！ ❤️

[somber relic]

hey, i'm studying to get my first data scientist job. which tool you consider most important and useful to learn, Tableau or Power BI?

[heavy hazel]

In my opinion, they both serve the same purpose. So either one of them is fine, the skills learnt from one is easily transferable to the other

[zinc fulcrum]

hello guys, i am new in data science, i want to change my career to become ML Engineer, for the first step, should i take ML Specialization course from IBM by Coursera?

[spare plover]

I heard that course is one of the best ways to start. I didn´t do it, but watched a lot of videos in youtube talking about it

[zinc fulcrum]

thnkyouu sir

[somber relic]

hmm, got it. i guess ill go for Power BI, then

thxx

[somber relic]

Hello! Dudes, i've started a llm bootcamp and, however im getting the concepts, i think and concluded that, before i go ahead, it will be nice if I improve even more my 'basics knowledges'. Do you know any good Statistics course, that can strenghten me?

[surreal lotus]

@somber relic I found the StatQuest videos on YouTube to be helpful explaining the statistics of data analytics.

[frosty scarab]

i have recently found my interest in data science, i see most people around me going for career in software development makes me doubt my own decision on making career based on DS, i am still in college i don't what is job market anyone who has knowledge of real world job market help me out

[pearl oak]

bro tbh the field you are in is very vast and diverse

it's okay people have different interest, you need to focus on what you have to do it anyway

Working on data will be everytime also every minute so keep on exploring bud!

[knotty shell]

Yeah I am in college too majoring in computer science. I have recently put in work for DS and ML. Was wondering if higher studies is a must in order to get an internship or even a job

[mystic swallow]

Both software development and data science have strong career markets with lots of opportunities, neither is better than the other - lots of options for each

[pearl oak]

Naah naah bruv, you have to just keep exploring

although higher studies are good, but what if you learn all that much earlier?

[frosty scarab]

i recently did an internship as a data analyst (mostly did EDA) i don't know about job

[knotty shell]

I see

I am seeking for Internship next summer

[pearl oak]

try making a portfolio

EDA using ML or excel?

[frosty scarab]

👍 working on it

[knotty shell]

Not sure what sort of projects are valid to put on resume. I am currently working on deploying a ML project using Flask. Would that be a good start?

[pearl oak]

have you completely done the backend part?

[frosty scarab]

python didn't even get to ml

[pearl oak]

gotcha'

[knotty shell]

As of now, I just extracted the data and performed some EDA to understand what it is about. Then performed PCA and have the recommendation model ready

[pearl oak]

what's your project about?

if you are okay with sharing

[knotty shell]

It’s a music recommendation system

Using Spotify api

[pearl oak]

i seeeee

you are creating a clone of Spotify

[knotty shell]

I already made a clone of Spotify few months ago while pursuing my interest in web dev but I soon realized DS is my field so wanted to put that to use lol

But again it was React and Nodejs

[pearl oak]

let's talk about it
can I DM?

[knotty shell]

Sure

[tulip walrus]

Hey everyone. I am looking to move next year, and would really like to develop a nice portfolio (data analyst). I have skills in SQL, Excel, and Power BI. Should I just start with one project of each then work from there? Is there anything else I should look to add?

Any guidance is appreciated!
Thanks.

[fading kestrel]

Are you looking for a job in the data science field but struggling to get interviews and offers? Then check out my new video!

https://youtu.be/HEtT567xWy8

I’m a Data Science Assistant Professor at Brown University and I manage the Data Science Master’s Program. Part of my job is to provide career advice to the students and this video summarizes what I learned during the process.

If you find the video helpful, please subscribe to my channel and share the video. If you have any questions, leave a comment. I read through and answer all the comments.

[glossy owl]

Good video Good advice! Looking forward for more of your content

[fading kestrel]

Thanks, I really appreciate it! The next one will be on resumes. I'm working on the script right now, I hope to post it in a week or two. 🤞

[brisk bear]

thank you

[opal creek]

Hey , can you review my resume, as I find this is tough time to get the job

[fading kestrel]

I plan to start a career consulting business some time next year, I'd be happy to do it then. I unfortunately don't have the time right now. School is starting next week, need to prepare. 🙂

[opal creek]

Hey, what have you learned in data engineering? Let me know i want to learn data engineering

[inner wing]

Hi all, I recently got my masters in math and decided to pivot to a data job. I took the google data analytics and advanced data analytics certificates on coursera, and I am planning to start applying to data analyst jobs and hopefully work my way up to data science/machine learning. Question: Are projects like performing an EDA on a dataset off Kaggle or creating a ML/regression model worth putting in a resume? I want to have some substance to my resume rather than just a masters in math, so advice that could help me land an interview would be great!

[hollow hound]

I’d say yes if you put some extra effort (data set related to your field, make the effort to version it on GitHub, make the effort to build nice graphs, nice html, make it relevant… etc.)

[wraith yew]

hey, i'm a student in the first year of uni studying data science. i'm looking to connect with other data science students to get inspired and share ideas too.

[fading kestrel]

Are you applying for jobs but not getting interviews? Perhaps your resume needs improvement! In my latest video, I'll provide 5 tips for crafting an exceptional data science resume based on my experience as a hiring manager.

Please subscribe and share if you find the content useful! If you have any questions, leave a comment.

https://youtu.be/57PUVfZnp-Y

[fathom dust]

anyone in ai/ml able to answer some questions?

[west current]

@wraith yew hello, I'm a student too! Would love to connect.

[sturdy sail]

yeah @fathom dust go ahead

[fathom dust]

Any thoughts on getting oracle mysql for developer certification?

I have knowledge on Postgres. I’ve read opinions on oracle and some say it’s a pain, some say it’s worth the content. Would it be a good investment now? Or is cloud better?

[dim rover]

What makes a candidate stand out in a Data Scientist interview?
If you are a recruiter or an interviewer, can you please answer this question? Highly appreciate your response.

[cedar vale]

How do you make a GitHub portafolio, or anywhere else for that matter. Do I upload the assignments I have completed on the curses I have done or just personal projects made from scratch?

[fading kestrel]

Beyond the obvious (clear communication, nice story-telling during behavioral questions, good body language, etc), I really like when candidates ask me questions. Interviewers ask towards the end if the candidate has any questions. They usually don’t ask any which is such a missed opportunity! Most candidates don’t realize that it’s not just the company interviewing them, they should also interview the company. So use this opportunity to figure out if you would like working there. Ask about the people you would work the most with, the tools you would use, ask if the manager has a plan for onboarding, do they have a project lined up for you? Ask about your day-to-day responsibilities, your boss’s management style, work-life balance, etc. Anything that would help you to decide if you want to take the job.

[fading kestrel]

Check out this article on how data science github repos should be organized. It's a bit more work than just throwing assignments and projects up there. https://towardsdatascience.com/how-to-organize-your-data-science-project-3710a476bf8c

[cedar vale]

Thanks

[dim rover]

Thanks for the info 🙂

[stiff ruin]

Heyy Professor, Would it be appropriate for me to discuss about my interests to pursue research with you? Like I find the process of applying and exploring research roles like getting into a PhD program complex

[fading kestrel]

Not really because I don't do research anymore.

[cunning citrus]

Hello everyone,
As an AI developer looking to improve my skills, I am looking for the best AI engineer to hire me as an assistant. Sincerely, I would like to become an assistant and learn a lot and help with work. Please reply.

[carmine bay]

I've been hearing some rumors that Statistics is better than Data Science as a college major due to how grounded it is since it's been an established course for a long time. Thoughts?

[cedar vale]

Hi guys I want to get into doing freelancing projects of Data Science and Machine Learning. What are some tips that you can give me as someone who is starting?

[wraith yew]

That's quite interesting! I can see why people would say that of-course but things change. Yes it is more well grounded because its been around for a longer time compared to Data Science. In terms of stability, sure you are likely to have a job if you do statistics. I think at this moment l would say Data Science is still growing. My professor told our class that DS is a convergence of multiple disciplines including statistics. in that way in allows you to get a larger scope of skills.

[carmine bay]

thanks for the information 👍

[fading kestrel]

It depends on the program I think. If the initial courses in a data science college major/concentration/track include linear algebra, calculus, probability, statistics, and computer science, I'd say that's generally a good sign. You need solid foundations before you dive deeper in various data science topics.

[carmine bay]

That makes sense, thanks

[drowsy girder]

Applying for CS master programs after DS undergrad(it's sort of weird when a lot DS masters come from other apartments). Any tips regarding program selections? (like something you would wanted to know, for example M. Eng vs M.CS vs M.S. in CS as I see in some schools)

Also how hard is it to do a thesis option, typical requirements and hours per week spent, etc?

[drowsy girder]

The problem I got with DS major is that most of the DS jobs/internships prefer a master(but really nothing can stop you from standing out among others and get one). But generally more exposure to CS stuffs are very fun and I'm not sure if I'll get the same exposure major in Statistics.
I took, for example, a statistical NLP course(which really helped me with understanding transformers) with a bunch of CS masters and another CS undergrad.

The reason I'm mostly applying for CS masters is that most of the DS masters require to take similar courses like DS majors(on a different level of course). So you can also do stats and switch to DS masters later if you are interested in Data Science jobs.

[carmine bay]

got it, thanks for the info

[tepid kelp]

good day i am looking to build an api to sell on rapid api hub what should i learn to do this ?

[broken owl]

Hi guys, I'm 18 years old and recently I dived into Ml and this neural network stuff. Before that I had 3 year of Python logarithmic experience - some kind of solving school problems. And I'm really fascinated by today's language models.

I really want to create something helpful like this but don't know where to begin my career. Do you have some advice for me? I appreciate it.
And btw, is it a good idea to relocate to Europe for English speaking environment and more interesting startups for example?

[forest lava]

Hi everyone, I am trying to tailor my resume for data analyst positions. One of the advices I receive regarding resumes is to show how your work has made an impact. However, since I am only starting out, my experience is just projects I did for school or personal projects that showcase that I can use certain tools like R and Python. I can't really say that through my analyses, I helped my company increase ROI or sales or anything. I appreciate any insights in this matter.

[stuck nebula]

I would cite lots of projects you’ve worked on, what you’ve implemented, both on and off kaggle

[hoary linden]

Hi

[fading kestrel]

The data science job market is quite challenging at the moment. In this video, I'll explain why, discuss the implications for those applying for data scientist positions currently, and offer some advice to enhance your chances of landing one.

If you find the tips helpful, please share the video and explore more topics on my channel, 'Data Science Cross-Validated'. Don't forget to subscribe for the latest updates!

https://youtu.be/Ro9NnRKfVGc

[main anvil]

Any Data analysts/ Scientists in germany here? i would like to ask some questions.
thanks in advance!

[atomic parcel]

Hello

I have just received an interview invitation for the position of Data Science Lead, and I would like to discuss a few things.

While I have a strong foundation in data science knowledge and practical experience, I actually consider myself a fresh graduate, and I don't possess significant leadership experience. I understand that I may not be qualified for this role.

However, since they have extended the invitation, it suggests that some of my abilities match the requirements of this position, and the role is advertised as entry-level. Therefore, I want to give it a try.

I would like to ask for your advice on how to prepare for a Data Science Lead interview, including potential interview questions and study materials. Any information related to the interview would be greatly appreciated because I have been unable to find much information about Data Science Lead interviews on Google.

Thank you all.

[sick mulch]

First of all, congratulations! If you have the Job description, with all the requirements listed, you could use it to role play an interview with ChatGPT's voice chat. I did that before and I really liked the experience.

[errant drift]

check this post -https://www.linkedin.com/posts/aditya-saini1_diwali-humour-sql-activity-7128792588484063234-sPfo?utm_source=share&utm_medium=member_desktop

[vast lagoon]

hi there i am working on my CV and i wanna know what is the size of standard size of cv is, i.e 1 page or i can add more than one as well what is preferable...

[split ferry]

can anyone help me and guide me as to what direction should I work to improve my resume in? I am an undergrad and looking for an internship in computer vision but I don't know what it takes to get one. Thanks in advance :) DM!

[cunning flame]

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

[left ferry]

Hi, everyone. I am an undergraduate student now. I want to choose a field to specialize. However I cannot know if Data Science, ML, AI or fields related to Data is relevant for me? How can I know that? İf I like it or not, if playing with data is funny for me, if it will not be boring for me? Because you know that there can be some challenges while learning and they can demotivate us, I want to know that Is this happening to me because this job is not for me or it is just an challenge and if i keep going it willl be fine. Yes, I am aware of that you should practice every field like back-end, cyber sec. and others. Then you can choose relevant one for you. However it will take too much time and when i graduate from university i will not able to find a job because of late choosing of field. Thanks in advance

[raven wharf]

anyone here have any tips for becoming a quant? I've got a stronk math background, reasonable data science skills for not having used them professionally outside of sql (so much sql) and excel, and a strong understanding of finance; all that being said, its super intimidating trying to apply, and ive no idea what to put on my res, or how to prep. Im just about to finish undergrad (a bit late, but I took a bunch of time off over covid to work and only went back over the summer this year) with an applied math degree, ive been programming for years with strong code writing skills. Looking for advice/knowledge/informal mentorship

[cosmic mauve]

Get started with ML courses on Coursera

[slim bronze]

Hey guys, I want ML professionals to be honest with us. Todays market it seems there no any roles for junior ML engineers and Data Scientists. They only offer some internships to use and dump you,(if your lucky to get one by chance). I myself doing this as hobby but the social media is deceiving everyone into they could make transition in a few months and got a job. Thats just nonsense - (by 2023, I dont consider previous stories reflection today). I finished a very prestigous bootcamp in my country but none of the 300 participants got any full time DS job, thats the reality of the DS. There is only jobs if you are already in a full time DS/ML job(or maybe a CS bachelor with DS background), otherwise youre not valuable at all..(Sorry for my harsh language)

[brazen wagon]

can anyone provide the guidance, to getting started with the Data science role. If there is anyone who been already started this path or any data science or data analytics working professionals give some guidance and tips to get started my carrer as data science student

[halcyon solar]

Unfortunately, I have a feeling thats because of the current market state. All the jobs ads I see in my country require you to be at least a mid level engineer. Recently some companies laid off a lot of their workforce recently where I'm from, which makes it even harder. If there is a junior level job ad it gets swept by mid level engineers that got laid off. I hope the situation will get better, but I don't think that will happen.

[slim bronze]

Sadly I also believe we passed the peak point of DS and ML market. From now on it will only get worse.

[halcyon solar]

But there are other problems as well I think. The amount of knowledge required for an entry level position is crazy and it's very competitive. Plus the problem is there is not that much work compared to software engineering. Not every company uses AI for their work. Where I'm from most companies are webpage agencies.

I have a feeling the best way to get an ML job is either starting out in data engineering/analysis or software engineering and later moving towards it or pursuing a phd and hoping for the best.

[slim bronze]

I got your point, problem is data engineering has a much different asset right? No feature engineering, no model fine tuning in data engineering. Also I agree not all IT projects needs ML but I am more surprised at online course platforma and social media selling us the image of ML jobs have so many openings and one can get job as junior bla bla, now I think that was a hell of madness. I am concerned even todayany people think it as easy and write me for career advice. I give them the harsh truth as I could see

[halcyon solar]

I agree. I don't think knowing data engineering helps much (if it helps at all) in machine learning, As far as media is concerned, just look at any company's media marketing. That's run by exec decisions and HR and it gives young people a wrong outlook on this area of computer science.

[ivory pine]

Hello! I'm new to the data analytics field. Currently, I am looking for entry-level positions in the field in Canada.

I have mentioned some projects. However, all of them are from school assignments and projects. If anyone could help me out on how to showcase those basic projects on LinkedIn or other platforms like Medium to increase reach to recruiters?

[patent nebula]

Hello! I am a student, I am learning data science. Please could you recommend some countries for best colleges for data science and opportunities.
Thank you.

[sick mulch]

The tech market overall is at a very complicated moment tbh

Not only Data Science/ML

[bold bison]

So I watched a youtube video by the data janitor (mike) and he's a season ML engineer. He said that there are no entry level machine learning jobs and that data science is dead or on a downward spiral. I just wanted to find out what data scientists here think about that.

[bold bison]

At this point I'm just gonna aim to see ML as a skillset and not a job I can take up. I'm just 16 so I don't think I need to worry about job markets rn. Just learn as many things from every tech field before I go to uni

[halcyon solar]

He also bashes people with phds and praises sql skills, so I would take everything he says with a grain of salt

[bold bison]

are sql skills not important?

[sick mulch]

You have to be very skeptical when it comes to influencers and youtubers. Most of the time, they're either trying to sell you some info products or have no idea what they're talking about.

I saw a post by a "big" ML influencer on LinkedIn these days where he said you don't need to study Math to become an ML Engineer, which is obviously absurd.

[halcyon solar]

I'm not saying they aren't important, what I'm saying is the difficulty of obtaining a phd is much greater than that of learning sql

Something seems off about the guy to me

[bold bison]

i mean he's worked at uber and microsoft

but im no pro when it comes to this

[bold bison]

outside r&d, do u actually need that much math to do machine learning?

[waxen hound]

Salut

[slim bronze]

I doubt it is as bad as DS ML, since the demand for IT general is 100x the DS roles

[desert yarrow]

Hello everyone,
I am a EEE graduate. I have completed several courses on Python, ml and AI. Currently I am a contributor of kaggle. How can I start my career as a data scientist?
Do I need knowledge of other fields like R, MATLAB, SQL, JQUERY etc.
Will it be a good choice to start web development alongside data science? I need some advice from experts.

[naive anchor]

levi_511 has been warned

Reason: Posted an invite

levi_511 has been banned

Reason: Too many infractions

[slim bronze]

Not to break your will but if you can stay on your field it might be better for career growth and money. Most transitions are made a few years ago, I dont see any career switch possible nowadays. At least thats what I observe..

[meager karma]

Don't listen to this dude over here. Do what you want. Just have a cool portfolio and make things that are useful for you and others.

You will eventually earn money. Just do what you love. Create cool and useful things.

[slim bronze]

Dont listen this ignorant dude over here
(You wrote about me, at least have the courage to mention me then)
Have you been seeking transition nowadays??
If not you dont know NOTHING AND YOURE JUST LYING

[solemn creek]

Which study path / language/ career would you suggest , based on your observations?

[wide viper]

I'm in a dilemma. Around the half of the 2024 year, I'll be most likely joining as a Data Analyst. I'm really interested to be in the Data Science field. But I'm not satisfied with the pay I'll be getting there. I want to skill myself so that I can clear Data Science interviews without any hiccups. What should I be doing now?
The things which I already have under my belt:

1. A good LeetCode profile
2. 2X Expert on Kaggle
3. A good enough project on my resume

[meager karma]

That is pretty good. I suggest you start cold approach and trying to get into jobs.

Meanwhile, keep working on your portfolio and winning competitions in Kaggle. Just connect with individuals and tell them how good you are. If they care enough about data science they will see that you have potential and they will be willing to work with you.

[slim bronze]

@meager karma 1 project is not enough add 1 more imho.

Also where you are based on, location determines your chances

[meager karma]

Who gives a damn about your location

Obviously if you live in a thirld world country is more difficult to find a job that in Europe and the same happens if you live in Europe in comparison to USA

The only thing that matters is how bad do you want it

Provide for society, make a way yourself

And that's it. With any discipline in life and data science is no exception.

[slim bronze]

Obviously not everyone lives in US. Some people are so out of reality think as it is. Some not smart people just generalizes but it is only about being on the right place right time. Never give any credit to those dumbs saying 'no matter where you are you can do it bla bla'. It is nonsense since they cant provide any real numbers on those. But I can provide the numbers on how much likely you are to fail if youre not on a 1st world country

[meager karma]

beta mentality

[severe delta]

Hello !

I am a second-year cs university student (5-year engineering program), My university offers a speciality of 3 years in "AI & Data Science" so I'll probably join it the next year. I've decided to focus on becoming a MLE because this job simply fascinates me.
Honestly we have a pretty intense program in mathematics and cs, so I feel confident in my foundational knowledge.

My question is: during this year ( and probably the next year ) what do you advise me to do to become a "Great engineer Machine Learning" ?

• focus on the probabilities and statistics we are studying to have an excellent foundation for later ?
• learn Python's libraries (NumPy, Matplotlib, Pandas... ) and try to practice as much as possible ?
• should I get used to reading AI and ML papers ? (I've never read a paper before)
• doing LeetCode all day long to improve my problem-solving skills ?
• Should I have good knowledge in SWE (Software Engineering )?
• Is SQL really that important ? We'll study it next semester, should I go beyond the university curriculum to deepen my knowledge in this area ?

I hope you've many advice for me.
I will carefully read your answers/advices which will be valuable to me for the year to come.
Thank you in advance.

[meager karma]

Do projects and learn along the way

Plus enter some Kaggle competitions and also try to win

[severe delta]

thank you sir

[fading kestrel]

Here is a candid look into the realities of becoming a data scientist in 2024! Learn about the rigorous journey, essential skills, and competitive landscape in the field of data science. https://youtu.be/ORNcbd6YEOA

[unique sorrel]

Hi everyone, how do you generally look for AI/Data Science related jobs?
Currently I'm using https://www.aimljobs.fyi/

[hollow quarry]

Hi everyone, I am trying to start time & series machine learning , but not getting to point to choose where to start? It would be very helpful if you suggest with the resources

[fading kestrel]

Check out sktime https://www.sktime.net/en/stable/

[hollow quarry]

Thanks a lot Andras for help

[slim bronze]

To be honest if youre not studying in a recognized CS or statistics bachelors, do not even bother. That will probably be a waste of time.

[hybrid fable]

there are plenty of ways to learn outside of a degree program. many of the lectures from some of the most reputable institutions are available for free, in fact. it'll take dedication, and discipline, but definitely possible.

[slim bronze]

Unfortunately I don't see anyone achieving it by these days(there are some examples before though). If you see any just show me too

[hollow quarry]

Thanks for your concern , but I am currently enrolled in CS bachelor that's why I am looking for these resources

[brittle fulcrum]

I am currently a computer engineering student interested in data analytics/science/engineering. I am short on money and was wondering if it is better to focus on getting a data analytics certificate and trying to find a job while going to school or to continue teaching myself data science specific parts of programming and going after the higher paying job in the long run?

[meager karma]

go after data science

data analytics sucks

[brittle fulcrum]

Yeah but I can get a data analytics job within a year. I still have two more years left in my degree and then I would still have to find a job afterwards.

[meager karma]

then why do you ask

[forest lava]

I second this advice

[rich stream]

Anyone from quant or high frequency trading companies ?

Any idea what machine learning specialisation do we need over there ?

[stuck nebula]

The cloud certs could be useful imo unless you already have experience with them

[meager karma]

bro is mad 😭 🙏

[bright reef]

Howdy,

What certifications, if any, would be the most valuable/beneficial for entering into DA and then progressing?

I am currently studying for the Power BI Analyst certification and am wondering what certifications may be beneficial for me to do after that. Are there any recofnised/valued SQL certifications? What about cloud certifications like the AWS DAA (Data Engineer Associate)?

I'd appreciate any insights, thanks.

[indigo hazel]

how is the current job market in america treating data scientist and analysts considering the mass layoffs

about to graduate and im moving to america in a couple of months

big change is scary

[jade ocean]

Hey everyone ...

My name is Seyi Ayeni ...

I am a Senior Data Engineer at the Central Bank of Nigeria ... I am also proficient in Data Science and Data Analysis ...

I am looking for internships in Data Science for summer (May to August) preferably in New York ...

Below is my LinkedIn URL:
https://www.linkedin.com/in/misterseyiayeni

It’d be my pleasure to connect with you ...

[gritty walrus]

Please suggest some end to end good projects for personal portfolio related to image detection. To showcase my skills to recruiter

[sick fossil]

I'm a software engineer/data engineer and I just finished 2 CodeCademy courses: Machine Learning/AI Engineer and Data Scientist - Machine Learning but now I don't know where to go from here. Would you recommend another course to complement those 2?

[fading kestrel]

My latest video guides potential data scientists through six introspective questions designed to gauge their fit for the field. I stress the importance of a love for learning, dealing with messy data, embracing uncertainty, enjoying mathematics and coding, the ability to communicate findings clearly, and a commitment to the scientific method. https://youtu.be/h5e2lSl8cws

[naive anchor]

cidowu has been warned

Reason: Posted an invite

cidowu has been banned

Reason: Too many infractions

[cedar vale]

Guys this guy is ready to help with any career questions for data analyst, link his LinkedIn. He has also a new start up on data freelancing check it out

https://www.google.com/url?sa=t&source=web&rct=j&opi=89978449&url=https://es.linkedin.com/in/visnadi&ved=2ahUKEwj-xLSX-KGEAxURhv0HHfOvBUMQjjh6BAgTEAE&usg=AOvVaw1289OzRzvOiP9BIqP_mrvW

[buoyant ether]

Hi, I wanted to know more about Data scientists in Human resources domain- People analytics.

If anyone could help me understand this field, I'd really be greatful. I'm interviewing for this position and would want to analyse if I want to move to this domain or not.

[fading kestrel]

Discover the differences and similarities between Data Analysts and Data Scientists in this video. I will guide you through the roles, qualifications, skills, and salaries of each profession, providing clarity on which path might suit you best. Whether you're deciding on a career or seeking to understand these fields better, I hope this video offers valuable insights! https://youtu.be/MRDhD0W8WAw

[karmic latch]

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

[bright reef]

Howdy, lurker here.

Hoping to get a bit of advice. I'm a self taught dev and managed to successfully change career a little over a year ago.

I'd like to transition into data analysis and am currently studying for the Microsoft Power BI Data Analyst Associate certification. I'm also trying to narrow down what area of data analysis I'd like to focus on that will give me the best chance of securing a data analyst role.

From what I understand, much like programming, a degree isn't necessarily required.. However, I have noticed certain roles (anything to do with finance) usually have some sort of degree as a requirement.

Because of this, I am thinking about focusing on People/HR Analytics but am curious what others might recommend?

Alternatively, I am exploring marketing analytics as I currently work as a dev at a digital marketing company, this SEEMS like it would be ideal but I don't believe there is a pathway into this role with this employer (they do not hire any sort of data analysts and don't seem interested in doing so), so I'd be looking for a new role anyway.

[grim girder]

Hey, I sorta have the same questions as you do @bright reef: Is showing personnal projects better than going for certs?
Sounds like you already have an idea on the niche you want to focus in tho, do you specifically look to get a job in the finance area? If so, I'm curious why

[fading kestrel]

Navigating the data science job market can be overwhelming, but this video is your guide to making it manageable and successful. I share my advice on creating a personalized job search strategy, securing referrals, customizing your resume, and acing interviews. From understanding what hiring managers look for to staying organized during your job search, these insights are designed to help aspiring and early-career data scientists and analysts break into the field or advance their careers.

🌟 If you are an aspiring or early career data scientist and you need some career advising, book a FREE 30-minute call with me. The link is in the description.

https://youtu.be/KP5valF1_4E

[fading kestrel]

It's a tough question. A certification means you complete some training program but you don't have an exam at the end to verify whether you actually absorbed the material. It is much better to get certified which means there is an exam at the end. Getting certified to do something is I think usually better than a personal project. The best would be a relevant internship experience.

[solid reef]

Does a good Kaggle profile help get freelance jobs?

[slim bronze]

Data science is practically dead, if you arent in data field by 2024 its very difficult to get in. Maybe a MSc from top university helps..

[ivory pewter]

A few works in top tier conferences would be a necessity soon

[valid scarab]

Data science is dead guys? 👀🤔

[slim bronze]

I mean for newcomers market is pretty bad,
Especially if one does not have related academical degree, then the chances are almost zero..

[glass tartan]

Hii, my name is Reeve
I am an international student pursuing my master in CS in Ireland
I love coding and I love to build new systems and projects every now and then (Machine Learning and Web Development)
But I have little to none professional experience and it is very difficult to even score an interview for an internship.
I wanted help from experienced professionals or people who have been in a similar position to me on what I should focus on to land a job in data analytics or software engineering

[frank rampart]

Hi everyone,
I'm Akshaya, graduating soon from MS in marine biology. I learnt stats and R programming during my studies and did some assignments. I'm interested in getting a job outside academia, in the data science field.
I'd like some advice on how I can go about it. 😄

[frank rampart]

Same here :/ Even for an internship they're asking for experienced candidates 😩

[fading kestrel]

@frank rampart@glass tartan Find maybe 10-20 job ads on LinkedIn that you find interesting and want to apply for, and collect what's in the required experiences/skills section to get a better idea of what you need. A lot depends on the discipline you want to work at. I.e., finance jobs have quite different requirements than healthcare jobs.

Struggling to get noticed by employers? I share some strategies to enhance your data science resume and prepare for interviews. Learn how to A/B test your resume, tailor it with GenAI, leverage your network for referrals, and master fundamental data science skills.

https://youtu.be/tRjGi5yXM34

[naive anchor]

.paitom has been warned

Reason: Bad word usage

.paitom has been banned

Reason: Too many infractions

[paper sluice]

Hi everyone! 👋

I'm excited to announce that I'm starting my journey into Machine Learning and I'm looking for fellow enthusiasts to join me. Over the next three months, I will be fully dedicating my time to learning and mastering ML, and I would love to connect with like-minded individuals who are also passionate about this field.

If you're interested in learning together, guiding each other, and sharing resources, please DM me or react to this message. Let's create a collaborative and supportive environment where we can all grow and succeed in our ML endeavors!

[tall nova]

Hi Guys
I see these days that a Kaggle Grandmasters title has lots of importance on our resume. So I have formed a group where we can help each other in achieving the grandmaster title.
Please join me here:
https://chat.whatsapp.com/JoYLv3VvZjL8So8WWOoWlM

[naive anchor]

nkzfarms has been warned

Reason: Bad word usage

[dapper snow]

Hello everyone, I've started learning computer vision and i really like it. I was wondering, how is the state of the job market about computer vision engineering? How many projects more or less necessary to find a job?

[ivory pewter]

Soon to be saturated, that's what I feel

[weak peak]

What are the fields that you think are least saturated in Ai overall?

[ivory pewter]

It's hard to comment on tbh, NLP is kind of boom right now, similar Gen AI part of CV is also doing good, but again won't expect much after 4-5 years.

PS: I work in Reinforcement Learning, not the Deep RL part but towards its fundamentals like Bandits and MDPs

[weak peak]

ohh

[violet jasper]

Hello everyone, I am entering my first year of college and am pursuing a BS in Data Analytics. I have been working on certs and personal projects but have not been able to get any work experience. Would appreciate any tips or tricks to land a internship in the field.

[fading kestrel]

A data science master's degree is often a requirement on job ads nowadays. If you are considering to apply for master's programs, check out my video! Learn about selecting the right program for you, meeting prerequisites, navigating the application process, managing tuition and finances, and understanding the commitment required.
https://youtu.be/bvcYEGxRwc0

[mighty pawn]

Hello everyone, i'm currently doing a graduate course and was wondering if i'm able to get an internship outside Brazil, since i'm not having any luck on finding any spots here. If anyone knows of any company that accepts internships from other countries, please let me know

[naive violet]

If you are interest in Mexico, I can help you with some information

[mighty pawn]

It would be great, but i can only speak english and portuguese

[mighty pawn]

Hey everyone, for those who already work on the field, what at the essensials i need to know to be able to work as a data scientist junior?

[edgy fossil]

i have same question, please someone share some insights

[zenith rock]

Hi Everybody,
If you are interested in conducting academic research in the fields of generative AI, NLP, and XAI, Please do not hesitate to contact me. 🙏

[glad depot]

hi everyone, i have a question regarding my career in artificial intelligence. i will be graduating (completing my undergrad degree) next year in may and i wanna work as a machine learning engineer (fresher job basically).

but at the same point of time, i dont know what the industry demands from a basic machine learning engineer fresher

like apart from core and deep machine learning/ deep learning concepts, what all do I need to know and implement (like do I need to know to use open source tools to track and analyze models, learn cuda/ gpu programming, learn deployment and all?)

please brief me if possible

[rough shore]

How should i start in ML? I know basic numpy, matplotlib, pandas.

[forest nest]

I'm not an expert, but he is:

https://www.youtube.com/watch?v=8SF_h3xF3cE&list=PLfYUBJiXbdtSvpQjSnJJ_PmDQB_VyT5iU

At some point dude teaches you how to write an ML model in Excel.

[rough shore]

Thanks bro

Is there any chances of getting a job in ML just after college with only a bachelor's degree?

[odd sluice]

As someone that's getting back into ML stuff after a while away, what are some good ways to buff my resume for it, besides just doing Kaggle competitions? Is it just like performing on datasets such as from Kaggle or other sources, or do I need to do something bigger, like make my own project and find data?

[forest nest]

I've heard these words of wisdom: No one cares about your personal projects unless it solves a business problem. Definitely if you could create something that has a business use case, it would be really cool. That's how I got my last 2 jobs.

[spice crane]

By solving some problem statement for them before they hired you?

[forest nest]

Any business problem worthy of raising eye-brows. Like how Cursor solved text editing, or how llamaindex helps solve RAG, and how langchain helps developers increase their desires to write their own wrappers...

[cedar vale]

Hey @forest nest , could you share some resources on where to find business problems to work on?

[forest nest]

Sales Forecasting, Stocks, Horses, Basketball Games, Baseball, automatic porn classification.

A real problem you could solve? Fine-tune a vision capable LLM to be able to follow instructions and identify and spatially locate (give coordinates to) interactive elements on a webpage so it can be a useful agent.

State of the art using o1 was like 67%...

[cedar vale]

hey wong , please guide us on finding actual problems and work on it

[sour heron]

Hello everyone,

I'm an ML engineer apprentice, currently working as an intern for a startup on a GenAI project. I've done some academic projects before and now I want to gain real world experience by working on real projects. Just like @Bobert Goodman , I'm looking for a part time remote job to work even for free. PS: I'm motivated and willing to get my hands on stunning projects.

If you are interested or need additional information, feel free to DM me.

Kinds regards,

Stephane

[tropic perch]

Hello everyone. My name is Clinton Aikhu and I am a Flutter developer and AI developer. If you have any projects you are willing to collaborate with and bring to life or looking for a co-founder, I am fully available and willing to go fully in.

[ruby badge]

Hello all, I'm looking for a bit of career advice, thanks in advance for any guidance:

• What would be the best starting point for a senior software developer (in a field not directly related to AI, mostly functional programming, Scala, Haskell) looking for a career change into AI? For instance, is Andrew Ng's deeplearning.ai course (this one) still relevant? or outdated? what other resources would you recommend?
  For more context, I have a master's degree (from 5 years ago) in which I learned the fundamentals of traditional machine learning, but I never did ML in a professional environment.

[toxic oyster]

Hello everyone. I am learning AI from last one year but it's very difficult for me to get even interview calls. I have worked on many models and implemented papers. But I don't have an engineering background. Can anyone tell me why?

What is the reason?

[crude steppe]

Hello

[remote forum]

Hi!
I'm a senior data scientist from Armenia (31yo) with 4+ years of experience and two master's degrees (RIT-NY, USA; AUA-AM). Last year, I applied to several top PhD programs but was unfortunately rejected—likely due to not having any publications yet, which I'm eager to change.
I'm looking to collaborate with a researcher or professor on AI topics, especially:

• Multimodal machine learning
• Autonomous AI agents
• Knowledge graphs
• Memory-augmented architectures
• Reinforcement learning
  I've worked in both industry and academia, but honestly feel most at home in academic environments, surrounded by like-minded people. Started my data science journey at 24 (after military service) and have been playing catch-up ever since. While I'm doing well career-wise, I have a strong drive to push further and contribute to meaningful research.
  I'm aiming to build up research experience and publish papers before reapplying to PhD programs in December 2026. It's tough to find people working in these areas in Armenia, so I'm reaching out here.

  Would love to discuss potential projects or hear any advice on connecting with professors/researchers. I think about just reaching out to authors of the papers I am reading but not sure whether it is good idea.
Feel free to DM
  Thanks for reading 🙂

[toxic oyster]

Hello, that's amazing. I have a research work draft but I need someone who can use mathematics to prove it because they don't publish just an idea but I believe it is a very solid one. Maybe we can work on this together you can see if this is an interesting idea for you. Who knows it will help you get into Phd. Let me know. Btw I am nothing like you but yeah!!

[silk dragon]

Hello, everyone! I'm Christopher.
I'm currently working as a system analyst and I'm trying to switch roles to a data scientist. I've done a bunch of courses and I'm currently trying to make a few projects. I'm seeking advice to understand which projects I could make to add to my portfolio and how I could use them to increase my chances to advance on job applications. I am trying to get an entry-level job.
Thanks for reading.

[opal jetty]

Hi Christopher, I am also trying to switch to data scientist, but not sure of the roadmap, could you help me know which courses you took?

[silk dragon]

Mostly IBM specialisation courses
Most of them I took from Coursera and IBM teaching platforms (like SkillsBuild)

[vast thistle]

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

[steady summit]

Hi community, a little bit out of subject here but have you ever done one of those Matrigma cognitive tests? any tips on that? Thanks in advance

[buoyant parrot]

Hi there! I'm a freelance Conversational AI specialist with extensive experience in building chatbots, generative AI models, Dialogflow flows, and Discord bots.

You can check out my portfolio of past projects here: https://amrutlal-kavaiya.github.io/projects.html

If you're looking for a skilled AI developer to bring your vision to life, I'd be excited to discuss how I can help. Let me know if you have any questions!

Looking forward to connecting.

[crude meteor]

Hello everyone, I'm Muhammad Yousif student of BS IT and IBM certified data scientist and ML practitioner, I need Expert advice regarding carrer development after done some course and hands on experience in machine/deep learning now I'm confused which sub feild of ai to pickup such as vision, NLP, RL therefore I'm stuck among these 3 domains can you guys kindly help me to advice which path is more suitable in academia + industry and in sense of future proof, only expert guide me thanks in advance

[slim glen]

hello every one
i am vaibhav my skillsets - MERN stack & Flutter
now i want to move towards the GenAI
can you guys give me tips or from where should i start learning ?

[fast jackal]

looks like no one gets a response in this but i'll try anyways 😭 i have a BS in statistics and i feel like most jobs that "use" statistics are ML based or at least very coding-focused, and i wanted to know what would a good AI-proof masters degree be? i see now that a lot of data science masters programs are popping up at high ranking schools, but it feels like the bar to become a data scientist or jobs like it are just going to become higher and higher. i think that a masters in statistics (or applied statistics) is the best way to go because AI might be able to out code someone of a job, but as of right now it doesn't seem like it has the problem solving capabilities of a competent human, so i feel like a masters in stats where it's more math and problem solving focused is the way to go. does anyone have any better insights on this?

i would love to not do this but i think that engineering is, for now, AI-proof but i would like to not get a degree in engineering because i'm good at statistics, NOT the best at calculus (even though higher level stats has calculus 😦 )

[stuck lance]

Greetings all, I am taking the google coursera Data Analytics course online, in course 7/8 at the moment and beginning my search for work. I am transitioning from a career of over 20 years serving as Director of a non profit camp for folks with autism (NC - USA). I am a natural problem solver and have done a lot of work with spreadsheets. I am well versed in managing people and also in managing chaos, skilled at communication and presentation....looking for a career shift to better serve myself and my family...and excited to be getting into Data Analysis. I would welcome any advice on a good place to start job wise, I know there are lots of avenues to take but I really want to gain some functional experience as the course is great but would love some folks to help mentor me as I am still learning how to use SQl and R. As a mom of 3 with a partner who also has a full time job it has been tough to commit uninterrupted time to learning this new field but I am determined. Grateful for any words of advice.

[terse horizon]

A confluence of brilliant minds is about to take place on 11th Janurary 2025. Pioneers from a diverse range of industries are gathering for The GenAI Summit, a one-day conference dedicated to the forefront of generative artificial intelligence.

From government and regulatory bodies to tech giants, entrepreneurs and beyond, this summit will convene leaders from diverse fields, sparking discussions on the far-reaching impact of GenAI.

Summit website: https://genaisummit.in/

[scarlet scroll]

Hello Guys!!

How much ml i need to know for getting my first internship?

How to prepare and how much knowledge/skills i need?

Potential question they can ask?

Ur help is apperaciated!

[glass basin]

Cant say as idk where r u from
For me am from 🇵🇰 so things are different here on extreme level

[dire garnet]

I need guidance please: Currently writing the transpiler of Universal Scripting Language which lets anyone use 466+ languages and their extensions in one place. It has its MIT license and the github.com/jordan-townsend/usl
It's my first language, and first commit. Day 22. My mother died last night, so I've got to find a way to make enough funds to help with her funeral back in my home country.

I can work down to the quantum level, and have worked with NASA & up.

I also ran my garage business Townsend Atomics. It's ranked in the top ten thousand companies for solar, renewable energy, product design, and I've done all levels of work from atom-level patent hand drawings for a medical stent, to designing artificial lungs and spinal injury bridges, to renewable biogas/water filtration systems/c-diff treatment/dev with alpha access to openai as lead community developer. Automation of all kinds. I teach them how to reason. Written multiple books that will tell you some of my background in building robotics and a gai on nvidia hardware. With other sciences I've helped pioneer.

A.I. & R & A, Biomedical, Energy, P.P.E., Molecular R&D, Quantum/Nuclear/Physics/Particle Physics, Photonics, Aerospace, Climate, Soft/Hardware, R&D, Writer, Artist (Royalties, celebrities, private collectors), CAD, Schematics, Patent drawings, Interstellar Propulsion/navigation/power sources/edge/spintronics/shielding/lithography/sub-2nm design, inert kinetics,
Bec lattice-room temperature time crystals dev kits
File creation, management, destruction, web design, server setup, maintenance, retrieval, custom repairs,
Mind mapping eeg bcis,
hypermaterials, kagome materials,
Universal Scripting Languague .usl,
top global ranked researcher,
ChatGPT Architect (their honorific: nightly development and implementation) 3.5/4/4o/Canvas/Q*/custom/
meta llama level zero developer/
Reality mapping/
Weather tracking and prediction/
Painter/
Cheap universal donor blood endless supply (they did the maths)
Depth mapped rgba shaders pixel x pixel
Quantum power sources/
tunnel passage wall/
portable quantum room temperature computers
No waste fermentation solar biogas
quantum dot PCIN -
continuous night and day solar
holographic systems/shielding
Computer vision/architecture
Instruct-learn,
Compression,
Gluon systems,
Ask me please.
I write science non-fiction, comics, art books, high-fantasy, style called raw,

[forest depot]

I’m Rishiet, a high school student passionate about coding. I have experience with Python, SQL, and frontend development, and I’m looking for an internship opportunity to gain real-world experience. I’m not looking for pay—just a chance to learn, grow, and contribute to projects.

If you know of any opportunities or need someone with my skills, I’d love to help out. Let me know if we can discuss this further!

Thanks for your time!

Warm regards,
Rishiet

[spice crane]

Can someone point me to resources that would have me get hands on with popular ML models, taking you from start to finish? I know all the steps in theory and have the business acumen, just need the hard skill training.

[lyric elm]

Hi

[fallen zephyr]

I have 6 years of experience working in tech as a data analyst and data engineer. I did my master in computer science and i would now like to steer my career in data science and GenAI domains. However i was finding it difficult to get call backs and i have been looking for quite sometime now. I would like to connect with people who could help me in this and guide me how i can overcome this phase - either giving me feedback, evaluating my profile/ resume or strategic networking or if anyone faced similar situation.

[tender sleet]

❓❓❓People are saying that computer vision is dead. Is it true?

Is Computer vision still good career?

Are there high paying jobs in computer vision?

Suggest me a roadmap❓❓❓

[buoyant ether]

Hi, I'm considering a Machine Learning Engineer role at Cardinal Health. Is there someone who works in the Healthcare - pharma sector who could give me advice?

I currently work in a product based startup and started interviewing last month.

Any suggestions would be helpful. Thank you.

[tropic perch]

AI isn't just the future—it’s the present revolutionizing how we live, work, and create. The smartest investments today are in AI applications, shaping industries and unlocking limitless potential. I build AI solutions that push the boundaries of innovation. Let’s create the future together.

[fallen zephyr]

I have heard the same from many people. AI can easily take over the computer vision.

[torpid needle]

No way...AI is good to solve problems and automated things(codes, models etc..). But AI applications is like a bubble now. AI can´t make a single IoT device( can make the codes). But is inutile to make hardware, sensors and make real life electronics.

IoT, sensors, electronics + AI, yes. Good one. AI alone, is just make more and more dev stuff's obsolete. In the end, the unique IT that will not be killed by this, is those ones that Ai can´t bet: make hardware's, IoT devices, Electronics and cybersecurity to minimize the damage creates by AI generates issues.

[bleak frigate]

Hello everyone. I would like to inquire about the KaggleX Mentorshipship.
Is there any information about the 2025 Cohort?

[sinful dew]

Hey everyone, I am Rashid and recently I started giving interviews, my background is I have learned machine/deep learning and TensorFlow from the specialization on Coursera, and a lot of YouTube videos, now in the market every job description includes fast api, flask api, pytorch, docker, Aws, Google vertex ai and along with it generative ai like llm, llm fine tuning, RAG, chatbots etc. Each organization ask these questions along with experience which I don't have much, and now I have FOMO or imposter syndrome how will I learn all of these in a short time, for my portfolio, I want to create projects so that I can show employers to get a job without any experience. I need advice from an industry expert on what should I do and how to do it.

[crude meteor]

Hello all I need expert suggestions I'm currently doing BS IT at last year after that I want to apply in FAANG companies for machine learning engineer position I have done some certifications in data science and ML as well so I want to ask you how can I prepare for their Interview and pro tips and suggestions like study plan and resources can you guide me? Thanks

[muted sleet]

hello friends... my name is Tark(Data Science) i created my portfolio websiteCan you tell me if there is any mistake or not? I glad to hear that
https://tarkptel.github.io/

[pearl lintel]

Hello, does anyone do predictive modeling with pricing strategies? I have an upcoming interview I'd like to question someones brain on for some help if you have the time.

[frail parcel]

+1

[kindred ferry]

Hello everyone! I am a budding QA professional, and I am trying to break out into the field. Does anyone have any tips/advice/sites for upskilling?

[slim turret]

Hello Friends in Data, I am Donna, I am seeking a Data Analytics position. I am open to 100% Remote or Hybrid. Check me out @slim turret

[idle acorn]

I want to become a ML engineer can anyone please guide me
right now i just done my matric exams and i am free for 3 months i want to start learning in this time period
so from where should i start and how i should continue my study

[molten sail]

Hi I am a Java Software Engineer been working for 5 years I want to become a ML engineer how should I begin? So far I have watched few videos to understand ai and prompt engineering. Any road map?

[exotic valley]

Hi

I am a data engineer

Wanted to know the easiest way to learn Machine learning and Deep Learnign within 15 days

[shut plover]

Rfjvf

[rough ocean]

hi @exotic valley i am on the same path. join me.

[jovial raptor]

Hi, I am a software developer with experience in creating web applications and backend systems. I also have hands-on experience in data engineering.

[lusty cairn]

Hi everyone,
I'm a 2nd year BCA student at Osmania University and I'm looking for internship opportunities in area like Web Development, IT Support, etc. I'm proficient in skills like HTML, CSS, C,
C++.
Could anyone recommend any companies or organizations that might be looking for BCA interns, or provide advice on how to best approach this?
Thanks in advance for any help!

[jovial raptor]

Hi

[jovial raptor]

You can learn React.js and Tailwind CSS, and then you can easily get an internship.

https://www.ubs.com/global/en/careers/early-careers/summer-internship-program.html

UBS is good for starting

[lusty cairn]

Thank you very much

[jovial raptor]

i will send you more i have some emails

let me know here are you now ?

[narrow arrow]

U can learn vuejs n tailwindcss too

and maybe upgrade to include backend n hence go full stack if not yet

[grand musk]

Hi Everyone

I’m putting together a high-impact AI project — AgriIntel 🚜 — a Smart Farming Assistant built to solve real problems faced by small-scale farmers like my own family.

It’s not just a demo or a college project. AgriIntel is being developed as a serious portfolio product to help all team members land strong remote roles in ML/Data Science by showcasing real-world impact, engineering ability, and product thinking.

We're building:
🌾 Crop Recommendation Engine (Soil, pH, Rainfall, etc.)
🧠 Crop Price Forecasting using Time Series (Prophet/LSTM)
🌿 Leaf Disease Detection using Computer Vision (YOLOv5 or MobileNet)
🗣️ Hindi Voice Assistant (Whisper + gTTS)
📊 Insightful Dashboard (Streamlit/React)

This is your chance to:
✅ Build a project recruiters will ask about
✅ Add something unique to your GitHub & resume
✅ Work in a sprint-style, outcome-driven team
✅ Contribute to something that creates real-world impact

🔗 Full project pitch & roadmap:
https://docs.google.com/document/d/1bY6L_xb5gjAUrqiewkz6BcTMldzJd-kZvS6dn1lNazY/edit?usp=sharing

If you're serious about standing out and want to be part of something meaningful, drop me a message. Let’s build AgriIntel together 🌱

Best,
Dinesh Kumar
🔗 LinkedIn: https://www.linkedin.com/in/dinesh-kumar-775575222/

[hot lake]

Hello, im in a bit of a pickle rn about my career going forward and idk what to do
Im Omar, a senior year CS student and i feel like i dont know shit rn lol
I used to love coding and programming during the first 3 years but like ever since AI became a thing, i've been using it more often and i feel my problem solving skills are deteriorating
I specialized in Big Data and Data Science and just finished the ALX Data Science track and i still feel like i dont know shit
I like go through courses and stuff and keep trying to learn but i feel like a fraud with AI

i just want like to start on an empty slate and idk why but i feel like i want to get more into Software Engineering after specializing in Data Science and i feel lost in general

[zenith hatch]

Hey. I have a full time job.. I am looking for side hustles in AI and machine learning. I am ready to work without pay. I just want to be part of teams that build AI systems. Is there any forums where i can get such opportunities?

[tropic granite]

hey, does anyone have info regarding amazon ml summer school 2025? when will registrations start, dates or any other info? i searched but couldnt find anything anywhere

[light oar]

Hi I am a data scientist and machine learning engineer. I have worked on many projects on Kaggle and I am now a Kaggle Notebooks Expert. I am looking to work on real world projects. can anyone guide me on where to find them?

[glass folio]

Would anyone like to critique my resume?

I'm a data science undergrad, currently wrapping up an MLE internship. I've put together a resume in hopes of securing a second internship this coming fall or next summer, would appreciate any feedback.

Please shoot me a DM if you're able to help.

[near herald]

🚀 [Founding Team Role]

AI/ML Engineer – Founding Team Lead

📍 Location: West Jakarta / Tangerang (Hybrid)
🕒 Job Type: Full-time | Founding Team
🏢 Company: AI-tech – Early-Stage AI Startup

---

About Us

We're an early-stage AI startup building practical, high-impact solutions for global clients in healthcare, skincare, clinics, infrastructure, government, and enterprise sectors. Backed by seasoned leadership, we're launching our first suite of AI-driven applications and looking for a technical leader ready to shape both product and team from day one.

---

What You'll Do

As our Founding AI/ML Engineer, you'll lead end-to-end AI solution development—from R&D to production—and play a key role in growing and managing technical team. You will:

Design, build, and deploy ML models (NLP, Computer Vision, tabular, etc)

Recruit and lead a compact, high-performance tech team based on project needs

Oversee the full ML lifecycle: experimentation, evaluation, deployment, and iteration

Collaborate closely with the CEO, CTO, and teams

---

You Might Be a Fit If You Have:

2+ years of hands-on experience in ML/AI

Proficiency in Python and modern ML frameworks (TensorFlow, PyTorch, scikit-learn)

Experience deploying models with Flask/FastAPI, Docker, or similar

A startup mindset—resourceful, fast-moving, and adaptable

Leadership or experience in managing small, agile teams

Strong communication and a proactive, solution-oriented skills

---

Why Join Us?
💡 Strategic Role: You’ll shape the technical vision from the ground up
💰 Equity Bonus: Annual equity bonus for core team members
🧠 Technical Autonomy: High ownership and decision-making authority
🌐 Hybrid Work Model: Flexible hours with in-person sessions in West Jakarta/Tangerang (Indonesia)
🚀 High-Growth Environment: Be part of the 0 → 1 journey of building scalable AI products

---

How to Apply
Send your link of resume, portfolio (GitHub, Kaggle, or project links), and a brief intro.

[mellow hedge]

Hi everyone!

I help early-career developers land jobs in competitive markets by providing tailored interview coaching and job search tools. If you’re interested in boosting your hiring chances, I’d love to connect and share more.

https://drive.google.com/file/d/1rv-lEUT8ApYGiE_WRoJRddIYu6Ar9tHw/view

[sonic zinc]

Hello, I'd love to share technical insights and experience with people, happy to chat with you all

[wooden turret]

👋 Building an AI-driven planning tool for the construction industry – based on our real-world MEP Engineering company (clients + revenue already).
Looking for a technical co-founder/software architect (AI/software) to build this together. 5+ years as software architect required and founding experience preferred.
Goal: fully automated, build-ready plans – starting with MEP, then structural/architectural.
Berlin-based
→ DM or email me [e-mail]

[drifting siren]

https://www.kaggle.com/discussions/general/588765 for anyone who's looking out to start with Generative AI and transition to this field. Let's learn and grow together

[narrow arrow]

YC backed?

[tropic granite]

Hi, i've just completed my second yr as a ml and data analytics student, and about to complete my summer internship this month. Would anyone experienced help me critique my resume? Dm if someone can help, thanks!

[narrow arrow]

Dmed

[feral comet]

hello everyone,i confused about my career,i want to switch career to tech,between software engineer or role data or something like machine learning,how to decide and choose? I heard that se is already over saturated,is that true ?

[hybrid pulsar]

Hey, Rizal to me there is nothing like over saturated just be good and the best!... at what you are doing.

[shrewd crystal]

Hi, Rizal! I'd consider your previous background and in which role/sector you would fit and feel more comfortable. For example, I used to be a translator, and I transitioned to Computational Linguistics because my linguistic background matched with this field.

[calm siren]

Hey guys,
I am really fu**ed up now, due to some reasons I have to take electrical engineer in India, I wanted to go for computer science but due to inevitable issues I can't and I am forced for electrical engineering, will I survive or no in the industry, I am currently 1st year
The college is tier 3 in India and I have some coding skills for data handling.... I want to know If I can change my career from EE to cs completely
Thx in advance

[tepid otter]

Is there anyone working in Machine Learning, ML Ops using Vertex AI, AutoML? I have few questions. Please let me know. Thanks !!

[narrow arrow]

up to u where u willing to transfer to

[tawdry violet]

ML/AI Engineer
masihmoafi.vercel.app
or
github.com/MasihMoafi/A-Modular-Kingdom

[grave tide]

Job Title: Part-Time Senior AI/ML Engineer (Remote)

We are seeking a skilled and experienced Senior AI/ML Engineer to join our remote team on a part-time basis. The ideal candidate will have a strong technical background, excellent communication skills, and the ability to work independently in a fast-paced environment.

Requirements:
-Minimum of 4–5 years of professional software development experience

-Proven experience working effectively in a remote environment

-Advanced English proficiency (C1 or higher); an American accent is preferred

-Availability to work 10–15 hours per week during EST or CST business hours

If you're a highly motivated engineer with a passion for building high-quality software and can commit to a flexible part-time schedule, we’d love to hear from you.
You can connect with me on WhatsApp: [phone]

[clever cedar]

If you are looking to get professional headshots for linkedin/job interview for free, you can try this:
https://www.linkedin.com/posts/blurred-machine_linedin-tech-genai-activity-7366997204214927361-uH_Z

[grave tide]

Job Title: Part-Time Senior AI/ML Engineer (Remote)

We are seeking a skilled and experienced Senior AI/ML Engineer to join our remote team on a part-time basis. The ideal candidate will have a strong technical background, excellent communication skills, and the ability to work independently in a fast-paced environment.

Requirements:
-Minimum of 9–10 years of professional software development experience

-Proven experience working effectively in a remote environment

-Advanced English proficiency (C1 or higher); an American accent is preferred

-Availability to work 10–15 hours per week during EST or CST business hours

If you're a highly motivated engineer with a passion for building high-quality software and can commit to a flexible part-time schedule, we’d love to hear from you.
You can connect with me on WhatsApp: [phone]

[grave tide]

Are you a senior AI/ML Engineer with real skills but limited access to the US job market?

We’re offering more than just a job — it’s a career transformation. Through our partnership model, you can:

Break into the US software job market
Experience professional US work culture
Secure high-paying roles and grow in real-world projects
This model isn’t for everyone — it’s for those who want to commit, grow, and succeed long-term with a partner who supports every step of the way.

Full Breakdown of Our Working Model

Let me walk you through the model so you can understand it clearly before we move forward.

What We Provide
A complete US-based identity (resume, LinkedIn, ID, SSN, address, bank account)
Management of background checks (ID, education, drug test, references, etc.)
Full onboarding with US companies under our verified profiles
Legitimate interview opportunities with US clients

What You Bring
Real senior-level software development skills
Strong English communication (close to US accent)
Ability to work remotely(in US time zone) and deliver

Revenue Share
50/50 split of all earnings
Example: If you get a $8000/month job, we each receive $4000
Note: US taxes are handled on our end, from our share

Training Included
We have a training system in place to prepare you for interviews and representation. You’ll gain insight, practice, and guidance to perform confidently - more on that soon.
Risk & Legal Protection

You’re working under our verified US-based profiles. If any issues arise during background checks, we handle it. You remain protected at all times.
We’ve done this successfully and built real systems to support it.

If that sounds like you, I’d like to talk further. Please connect with us on WhatsApp, and we’ll share the next step.
[phone] or [phone]

[grave tide]

Are you a senior AI/ML Engineer with real skills but limited access to the US job market?

We’re offering more than just a job — it’s a career transformation. Through our partnership model, you can:

Break into the US software job market
Experience professional US work culture
Secure high-paying roles and grow in real-world projects
This model isn’t for everyone — it’s for those who want to commit, grow, and succeed long-term with a partner who supports every step of the way.

Full Breakdown of Our Working Model

Let me walk you through the model so you can understand it clearly before we move forward.

What We Provide
A complete US-based identity (resume, LinkedIn, ID, SSN, address, bank account)
Management of background checks (ID, education, drug test, references, etc.)
Full onboarding with US companies under our verified profiles
Legitimate interview opportunities with US clients

What You Bring
Real senior-level software development skills
Strong English communication (close to US accent)
Ability to work remotely(in US time zone) and deliver

Revenue Share
50/50 split of all earnings
Example: If you get a $8000/month job, we each receive $4000
Note: US taxes are handled on our end, from our share

Training Included
We have a training system in place to prepare you for interviews and representation. You’ll gain insight, practice, and guidance to perform confidently - more on that soon.
Risk & Legal Protection

You’re working under our verified US-based profiles. If any issues arise during background checks, we handle it. You remain protected at all times.
We’ve done this successfully and built real systems to support it.

If that sounds like you, I’d like to talk further. Please connect with us on WhatsApp, and we’ll share the next step.
[phone] or [phone]

[naive anchor]

bloodyhunter_2311 has been warned

Reason: Posted an invite

bloodyhunter_2311 has been banned

Reason: Too many infractions

[marble cairn]

Hey I am new to data science! I am eager to learn more. Can someone put me in the right direction

[turbid pier]

Telegram: https://t.me/+PMT_GWqtmLhmN2I1

• WhatsApp: https://chat.whatsapp.com/Fu9ac1GOija7EQwx2LWs6B
• Facebook Groups: 10 groups posted
• Instagram: Story and post updated
• LinkedIn: Post updated
• Twitter: Tweet posted
• SMS to:

1. ‪[phone]‬
   Message:
   Live Jobs Update

[proud adder]

hey there,.. you can use this tool: agt.compasai.com

[lime cave]

Hi guys. Any machine learning engineers here (or industry exp in machine learning) to help me prep for an interview? Need some tips for prep and interview day. Maybe do a mock interview as well. Would greatly appreciate it.

[dull parcel]

Hey guys,
I want to dive deeper into Data Science, Machine Learning, AI, or anything related and get more hands-on experience. If anyone here is working on a project and could use some extra help, I’d be happy to contribute.
I just want to learn by doing, so if you think I can assist in any way, feel free to reach out .

[tawdry violet]

Guys; I just moved to Oman recently and am trying to find remote work; if you know how, please let me know.

[solid girder]

Hey everyone! 👋

I hope you’re all doing well. I’m currently preparing for a career in FinTech, and I’m looking to connect with professionals or learners who are already working or have experience in this domain.

I’d really appreciate some guidance on how to make myself a strong candidate for FinTech roles — including:

The essential skill sets (technical + financial)

Recommended certifications or learning paths

Important tools or technologies used in the industry

And a few project ideas that can help build a solid FinTech-focused portfolio

If anyone here is from a FinTech company or has relevant experience, I’d be very grateful for your advice or even a quick chat. 🙏

You can also connect with me on LinkedIn: www.linkedin.com/in/abhay-singh-1694b221b

Thank you so much in advance for your time and support!

— Abhay

[tidal dirge]

Hii there

[distant marsh]

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 ! - https://www.linkedin.com/in/rammani-pandey-97302a22b/

[slender basalt]

Hello everyone, I need your help. I am looking to upgrade my skills, but I am getting confused which one I will purse between Cloud, AI/ML and Data analytics, which will be a better option for a good future. I am 34 old, no experience in IT. Looking for a genuine reply from you guys.

[hollow pewter]

Hello I need help in learning and building up my skills in ai/ml
I am familiar with python and and I have made some projects in it how can I start libs like pandas in python from where to learn it ?

[sturdy silo]

Hi Guys, connect me on linkedin , Take your profile => click on your profile picture , so that URL will be linkedin then end point is your username, replace your username with mine "favasmaruthil" <= copy paste this and connect. for projects and learning resources.

[finite junco]

You want to learn Machine Learning or Deep Learning or NLP & LLM's?

[cerulean crater]

hello everyone want to know how should i star with data analytics and gen ai i am a complete beginner

[cursive junco]

Learn Python and have a basic understanding of SQL. Make youself familiar with pandas, numpy, sklearn, matplotlib, tensorflow, and pytorch libraries. Go through Exercises on Kaggle Learn(https://www.kaggle.com/learn)

[cerulean crater]

thank you will do start

[fickle stump]

Guys i have completed Math for ML now learning scikit learn and learning about basic models, but i dont know how can i use kaggle from now to increase my skills effectively , Please anybody guide me

[cursive junco]

Explore the past Kaggle competitions notebook. If you feel confident, participate in ongoing competitions.

[hollow pewter]

I want to learn machine leanring first

[finite junco]

1. Python
2. Pandas
3. Numpy
4. Scikit
5. Matplotlib and Seaborn
6. ML Algorithms

Learn all these and do some kaggle projects.

[stable bobcat]

Python

[cobalt pagoda]

Hii

[crimson cobalt]

python

[granite yew]

https://media.discordapp.net/attachments/1436719817624256534/1436719913518633010/1.JPG?ex=6910a130&is=690f4fb0&hm=6a48397700e40b701b7defba0bc73ccc590e83e58af09eb7035cae318e9fb319&=&format=webp&width=515&height=687
https://media.discordapp.net/attachments/1436719817624256534/1436719914034659408/2.jpg?ex=6910a130&is=690f4fb0&hm=5d3c01e3db0b2fe7135969c69c22cbf49db07bae5ed8cb9a98ac3e18d3c73ce5&=&format=webp&width=515&height=687
https://media.discordapp.net/attachments/1436719817624256534/1436719914512547951/3.jpg?ex=6910a130&is=690f4fb0&hm=59a326eaa4d74733a406431b5c2eb8ee07f6b78d95094102deb1153d2e261407&=&format=webp&width=515&height=687

[quiet violet]

Hello, I am a Full-Stack Software Engineer with 7 years of experience.

You can view my portfolio at: www.kiyoshiaraki.lol

Please feel free to contact me if you have any work opportunities.
Thank you!

[ivory pewter]

And ignore basic Mathematics, is it?

[finite junco]

Yeah it is needed

[sharp pivot]

Python full stack

[native yew]

Hey, is there any person who has ever get a ML certification not linked with Cloud ? Which certification is worth it today and can grow carreer fast ? Thanks for reply

[distant marsh]

Hi @everyone 👋🏻 This is Rammani Pandey.
Let's connect with me on LinkedIn:-
https://www.linkedin.com/posts/rammani-pandey-97302a22b_day9-sqlchallenge-indiar-activity-7394236510352424960-hmbp?utm_source=share&utm_medium=member_android&rcm=ACoAADl9mucBpatBQ_YBq3C6DW6wPrW7snWLC0k

[stuck obsidian]

Hey everyone!
I’m a MERN Stack Developer passionate about building dynamic and responsive web applications. As a fresher, I’m currently looking for work opportunities — especially remote roles where I can grow and contribute to real-world projects.

Tech Stack:

Frontend: HTML, CSS, JavaScript, React.js

Backend: Node.js, Express.js

Database: MongoDB

Tools & Others: Git, GitHub, REST APIs

I’m eager to collaborate, learn from experienced developers, and be part of innovative projects. Let’s connect and build something awesome together!

[livid briar]

Anyone with a background of gis analyst

[zinc pond]

AboutMe: AI/ML Engineer | LLM Apps • Agents • FastAPI • GenAI

Hey founders & builders! I’m Binayak, an AI-focused CSE student building end-to-end AI products—from model pipelines to deployable applications.

What I build:
⚡ LLM-powered apps (LLAMA, Gemini, FLAN, OpenAI)
⚡ RAG systems & AI agents (LangChain, n8n, Agentspace)
⚡ Full-stack AI products (FastAPI, Docker, MongoDB, React)
⚡ ML models for NLP, ASR, forecasting, and optimization
⚡ Quantum-inspired ML experiments (Grover’s search)

Featured Projects:
– Product recommender using fine-tuned Gemini
– LLAMA-2 RAG bot
– ATS scanner & resume builder
– Bengali speech-to-text
– Minimax Connect-4 AI

Looking for startup internships, AI engineering roles, and rapid-build projects where I can ship fast and iterate.

Let’s build something.
https://www.linkedin.com/in/binayak-sinha-409021275

[bold nebula]

We had this subject last semester are you interested in working in this field?

[limpid spindle]

hey i recently graduated from a masters degree in machine learning and am currently looking for work in the UK, i don't really know what i'm doing when it comes to finding a job but i'm hoping for something where i can design and optimize machine learning models (similar to what i might do for some Kaggle challenges, i particularly enjoy computer vision based protects) really i'm looking for any advice that people have in getting a job in the industry and would love to hear any suggestions for places i should look in to applying at especially if they have good graduate roles

[smoky moon]

HI, Im trying to get into AGnetic AI. I have data anlytics background. What are the basics that I should learn before getting into builkding a full fledged Agent ?

[unique rain]

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! 💙

[mild crane]

Hey y'all can you please add me on LinkedIn

https://www.linkedin.com/in/anurag-gupta-4a8974327?utm_source=share_via&utm_content=profile&utm_medium=member_android

[cosmic compass]

Hi all! Is it worth it to become a Data Analyst today? I’m trying to get into it but not sure if there will be a job out there for me. Specifically because I don’t want to go back to college. I bring transferrable experience and I’ll be soon working to build a portfolio with personal projects to showcase what I can do.

[uncut jungle]

Hlo

[marble violet]

But there is a specified bachelor degree for working except startup hired u

[past bluff]

Hello guy!

[shut plover]

Hi buddies, I'm Jai, just completed my 7th semester in my Computer Science course and specialised in Machine Learning.

[topaz haven]

Hi everyone, I need some guidance regarding my career path.

I have around 2 years of experience in WordPress and frontend development (HTML, CSS, JavaScript). Recently, I upgraded my skills and completed learning Python and Django, and I am planning to move toward backend development and freelancing.

However, I see that the market is heavily demanding AI/ML skills, and I feel a bit confused about which path I should choose next:

-- Should I continue focusing on Python + Django + Backend and grow deeper into that track?

-- Or should I start shifting toward AI/ML, since it seems to have a bigger future demand?

-- If I choose AI/ML later, what certifications or learning paths would be valuable for beginners?

I’d really appreciate any advice from the community — based on market reality, long-term growth, and what makes sense for someone with my background.

Thank you in advance!

[fossil grove]

I think a great path is to think about how to use AI to do the work you currently do more effectively. For example, can you create front end mocks using AI systems? Are there integrations or tooling for Wordpress that you could learn? If you think of AI coding assistants as just that - how can you leverage them to make you better at what you already do?

[topaz haven]

okay

[marble violet]

My advice: If you choose the AI/ML path, the certifications (and roadmap) depend heavily on what specific career you're aiming for—whether it's AI Researcher, Architect, Context/Prompt Engineer, Advisory. Etc.
​Also, high market demand doesn't mean you need to shift immediately. Top-tier AI roles often require deep expertise (5-7+ years) or strong academic backgrounds (bc oversupplied junior AI talent).
​My suggestion: Since you already know Python/Django, try to shift slowly. Stick to Backend for now but start integrating AI features into your projects. Keep in mind that the market is correcting, and some companies are actually slowing down or freezing AI/ML hiring for junior roles

Or just start networking and lobbying mate

[topaz haven]

I got it..👍

[spare fossil]

Hi everyone,

I’ve been working on my resume for AI/ML roles (internships, jobs, projects) and would love some feedback to make it stronger and more impactful. It highlights:

Skills: Python, TensorFlow, PyTorch, LangChain, Hugging Face, RAG pipelines, LLMs, LoRA, MLOps, Docker, SQL
Experience:
Fine-tuning LLMs (e.g., Llama 2, Mistral) and building RAG pipelines
Deploying Whisper-based ASR systems with 95% transcription accuracy
Implementing CI/CD pipelines and optimizing SQL queries
Key Projects:
SmartShop (personalized grocery recommender: 78% accuracy, scaled for 10K+ DAU)
Real-time Speech Recognition & Translation (Whisper Large V3 with ~5-second latency)
Published research in ICONIC2023 and ETEMPS2023
I’d appreciate your suggestions on:

How to improve clarity or focus for recruiters in the AI/ML field.
Highlighting projects or experience better to stand out.
Any format/style tips to enhance readability.
Thank you so much for taking the time to help – I value your insights!

Best,
Yash

http://yss107.github.io/assets/CV (2).pdf

[brittle bobcat]

Hey everyone! 👋

I'm currently looking for part-time remote opportunities or project-based work as a Junior AI Engineer.

What I bring:

• 1+ year building production agentic AI systems with LangGraph/LangChain
• Full-stack development (React, FastAPI, AWS, Docker)
• Proven experience in RAG systems, multi-agent architectures, and LLM applications
• Currently working on enterprise AI recruitment and HR automation systems

I'm open to freelance projects, contract work, or part-time positions in AI/ML development. If you know of any opportunities or are working on something interesting, I'd love to connect!

Resume: https://drive.google.com/file/d/1uJjhUuCPQO2-W_ih6lQ_n9G0puqbfs3X/view?usp=sharing

Feel free to DM me or drop any leads here. Thanks! 🙏

[rich wyvern]

Greetings from the IEEE Student Branch Central University of Karnataka.

We are delighted to extend an official invitation to the students of your esteemed institution to participate in CUK-CS AITHON 2026, a National-Level 24-Hour Innovation-Driven Hackathon under MINISTRY OF ELECTRONICS AND INFORMATION TECHNOLOGY scheduled for January 29th–30th, 2026.

This event, organized under the "AI Impact Summit," aims to challenge students to push the boundaries of Artificial Intelligence to solve real-world problems.

Event Snapshot:

Event Name: CUK-CS AITHON 2026
Theme: AI Impact Summit (24-Hour Hackathon)
Grand Finale Date: 29th – 30th January 2026
Venue: Central University of Karnataka (Offline)
Registration Deadline: 5th January 2026

ROUND 1 REGISTRATION IS FREE

Innovation Tracks: Students are invited to build solutions in domains such as Human Capital, Inclusion for Social Impact, Safe & Trusted AI, Resilience, Innovation & Efficiency, and Science.

Why Participate?

Prize Pool: ₹50,000+ in cash awards.
Mentorship: Opportunity to be mentored by top scientists and industry experts.
Opportunities: Exclusive internship opportunities and networking.
Registration Details: The event follows a two-round process. Teams must submit an abstract via the unstop portal by Jan 5th. 🔗 Register Here: https://cukcs-aithon.vercel.app

Contact for Queries:

Akilan : [phone]
Deepika G: [phone]
Email: [e-mail]
We look forward to hosting the bright minds from your institution!

Warm regards,

IEEE Student Branch Central University of Karnataka

[warped snow]

I’m currently looking for a job. I can help with Linux server/system administration and website or application development.

[torpid needle]

Well, engineer can do all and have stronger math, physicals knowledge. Probably better than technology graduation. IT need study every week now plus hardcore competitions to start. AI is conducting a brutal gap to seniors x new ones. Seniors are getting more and more the hub to do all. If you have good skills and belives that you can be safe with your skills is fine.

[torpid needle]

AI is the factor to think. In my opinion, AI will incinerate the IT graduations as we know soon. No one is safe. Especially IT correlated skills.

[marble violet]

electrical engineer and nuclear power plan prob still needed unlike IT also Junior AI talents its just a bunch of em oversupplied the market

https://cdn.discordapp.com/attachments/790229565947117660/1461200985329242335/image.png?ex=6969b0f6&is=69685f76&hm=aa44648eba15fb2bdee2017e75dc631641b773def915245e6db531e2974f6545

[quartz spindle]

Hi everyone! I’m Priyanka, a One League alum (MBA with Data Science, inaugural cohort).

I wanted to share about the Generative AI & Data Science Fellowship I went through at One League and found really valuable. The program focuses more on applied projects, mentorship, and building confidence to work and lead in data-focused roles. For me, it strengthened my technical foundation and also gave me the confidence to lead technology at One League after I graduated 😎

Admissions are now open for the Fall 2026 intake. Sharing a one-pager here in case it is helpful - https://assets.one-league.org/1L_gen_ai_ds.png
Happy to answer questions if anyone’s curious!

[heavy iris]

hey everyone i'm a 4th year robotics student who's about to graduate but my skills aren't on the level that i can guarantee a job nor am i in a target school, i was thinking of either extending my graduation to find interships, do projects and join competitions, or graduating and then doing masters or just graduate and have a year between graduating and masters. can anyone who's been in the industry please help me make a choice? i dont really know how it is so im pretty confused as to what to do now

[ruby terrace]

Come join us in BATTLEGROUNDS MOBILE INDIA! https://in-url.globh.com/A86nxZ7Mf2ql

[torn surge]

Senior Fullstack Blockchain & AI Developer | Open to Projects & Roles
I’m a Senior Fullstack Developer specializing in Blockchain + AI systems, currently looking for paid projects, long-term contracts, or full-time roles.
Blockchain:

• Smart contracts (Solidity, Rust)
• DeFi, NFTs, DAOs, on-chain/off-chain integrations
• EVM chains, Solana, custom protocols
  AI / LLM Engineering:
• LLM integration (OpenAI, open-source models)
• Autonomous agents, RAG pipelines, workflow automation
• Multimodal AI (text, voice, vision)
  Fullstack:
• Backend: Node.js, Python, Rust, Golang, Django, etc..
• Frontend: React, Next.js, Vue, etc..
• Mobile: React Native, Flutter, Kotlin, Swift, Java
• APIs, databases, cloud deployment, production-grade systems
  I focus on real-world, production-ready solutions, not demos or experiments.
  Looking for:
• Web3 startups
• AI SaaS products
• Automation-heavy platforms
• Blockchain + AI hybrid systems
  D*M me if you’re hiring or have a serious project.

[modest lotus]

Anyone knows of a roadmap for gen AI/ml roles, that is more career focused, cause while I would love to learn everything, I need to know what to prioritize, Is having a few projects enough?

[torn surge]

Learning full stack is easy, But others is like pulling teeth.

[torn surge]

Learning full stack is easy, But others is like pulling teeth.

[narrow arrow]

do projects n hacks

[marble violet]

Make a connection and find a relation it would boost ur project/competition/idea, also networking with a right people could help u for get a proper job

Bc the only way u get hunted by headhunted either ur are to good and very on the top level that no one can do it or u got great idea and can implement very smooth beside that u will struggling with bunch of people with the same skill as yours

[hollow onyx]

Hi everyone! I am Yashu. I am learning applied MLops using various courses going from basics to advance. Resources I am going to use are such as

1. Mathematics using 3blue1bbrown + khan academy
2. Python + SQL + Pandas + numpy from Kaggle Courses
3. ML using Andrew Ng ML Specialization + kaggle intro and intermediate ml
4. Deep learning using Fast.ai practical deep learning course
5. Next -> Hugging Face NLP / Transformers
6. For deployment and dockerization using CampusX MLOps playlist + othe resources.

Before this i was learning full stack development and I am nearly end of the course. I can create a full stack applications ( websites ). Now I want to pivot to MLops . I don't have any job experience, nor i do have anyone in my connection so that i can ask them for guidance. I am from a village
But I am afraid that will this pay off ? I have no degree, so if i learnt the skills how can i get a job ? I have some ways listed that I would try but I am hoping for answers here from someone from the industry, who actually knows what is required and how things work.

I read many articles + AI prompts for curating this roadmap. Theres more detail i have not listed above . So please if you can guide me or just tell me what should i do next + job requirements, and what i should include or exclude from the resources i have listed, or any advice that'll be really a great help.

[tiny frigate]

@hollow onyx could u show me some of your projects

Or any hacks u participated in

[narrow arrow]

Which Village?

[hollow onyx]

I just started Machine Learning. Completed Python course from Kaggle and learning Linear algebra using Khan Academy. No ml projects yet. I can show Full Stack projects

[tiny frigate]

Interesting. I am also on a similar path. Till u are doing machine learning, also do some ai engineering and create MCP (Model Context Protocol) based full stack projects, connecting multiple foundation models. For example in the Trae AI IDE hackathon, I created MCP which does deep research on the tech stack one wants to use and sets up their project environment according from scratch.

This could give u sooooo much biased leverage

[tropic stump]

Did you know Microsoft offers free AI & Generative AI courses? 🤯
Beginner-friendly, practical, and super useful for students who want to learn modern AI tools.
Great opportunity to start AI the right way 🚀

https://learn.microsoft.com/en-us/collections/o351cgte66opn5?sharingId=163FF8C1F1F0FC91&wt.mc_id=studentamb_502644

Check out give comments over there!!

[lament canyon]

Hii, I have a question I'm in 3rd CS AIML from India haven't been able to get an internship. Was thinking of learning flask for deployment of my projects. Would it be wise to do so or should I Focus on something else??

[wise moth]

Hi, I am currently working at Wipro as a Senior Associate in a non-IT role with 2 years of experience. I have completed my post-graduation (MBA). I am now looking to switch to the non-coding IT domain and would like suggestions for suitable non-coding IT courses and better career options to transition into the IT field.

[torn surge]

I am thinking about building an amazing AI platform—something that no one has ever imagined or dreamed of. I lead a small AI team, but we are very strong. We've learned in the real world and are becoming increasingly powerful. If anyone wants to join our team or establish a long-term partnership, you are welcome anytime. But we are committed to having the ability to make it happen(require strong English Skill).

[pallid scarab]

Hi all — VC Lab Cohort 21 applications are open. Flagging for any pre-partner investors here who've been thinking about launching their own vehicle.
900+ funds launched through the program since 2020. Free, 14-week virtual program. They've added some interesting new tools this year — automated fund formation, micro-LP activation, AI co-pilot features.
I'm in the current Venture Institute cohort and can vouch — it's bootcamp-style, cohort-based, and the community support (both from the team and fellow participants) is a real differentiator. Applying through a current participant's referral also gives your application a boost.
Happy to share my experience with anyone considering it. DM me or apply directly: https://fi.co/apply/13341/Referred by 3246293

[proud prawn]

Where

[dreamy lodge]

Looking for a companion - From Tech/IT background - preferably(SDE/SWE) for learning and experimenting Agentic AI together.

Anyone interested??

[mighty palm]

Hi devs, I am looking for a mid/senior engineers in various fully remote roles (Frontend, Backend, Full-stack, AI/ML, Data, DevOps). it's full-time freelancing work and the pay is up to $5/hr for mid level and up to $8 for senior level. Please DM me.

[maiden flare]

Is there any requirement of experience? If not then i can join for ai/ml

[ripe sinew]

Hello everyone,
I'm Rhys, HR Manager at Everise Digital
I'm new here and currently looking for an AI/ML, Data Science expert to work with our team.
If you are based in the US and have experience with this field, feel free to DM me or send a message to [e-mail]
I’ll share more details about the role with you.
Thanks!

[brisk pelican]

i'm Lucas Chang from China, i'm working as a team leader of C3 Core agency company.
our team contains most of chinese developers, and another nation developers. whole developers are in Asia.
our teams are high skilled teams, but in the section of activity, it's regionally limited. so we are gonna secure the team ability from China to worldwide, espacially east-south Asia, American and Latin American, or Europe.
🔥 Join Our Team – Data Science & AI Expert Wanted! 🔥
Why join us?
💻 Fully remote – work from anywhere
⏰ Flexible hours – balance your schedule
🚀 Growth opportunities – learn new skills & take on exciting projects
🌟 Friendly, supportive team
Interested? Contact me now with a short intro and your experience. Let’s make things easier together! ✨

[gentle saffron]

We are Looking for these externatal Mentor Position
Suggest if you have anyone
Experience level: 2-3 years

1 Zero-to-One SaaS Founders (The 0-1 journey)
2 D2C / Consumer Brand Builders (Product & Brand)
3 Startup CTOs / Product Builders (Tech & Scale)
4 B2B Sales & GTM Operators (Revenue & Strategy)
5 Growth & Distribution Experts (Marketing & Virality)
6 Startup Finance / CFOs (Fundraising & Runway)
7 Operator-first Angel Investors (The Investor Lens)
8 Founder Mindset Coaches (Leadership & Mental Resilience)

[unborn tangle]

Hi @everyone! 👋

We’re running a quick career survey at Women Who Do Data (W2D2) and would love to hear from you.

No matter your background, industry, or experience level, your input will help us better understand career journeys and build more valuable resources for our community.

💬 Take the survey: https://form.typeform.com/to/iY01FVhH

It’s short, anonymous, and super helpful—feel free to share with others too!

[hardy finch]

Hi everyone,
I am hiring data scientist intern (US & EU) who is interested in legal tech. This is fast evolving startup in UK and you can learn amazing tech stacks in legal AI domain. plz DM me if you're interested in this role. Then I can share the JD and we can discuss more.

[hardy finch]

Hi everyone,
I am hiring data scientist intern who is interested in legal tech.
This is global remote role.
Our company is fast evolving startup based in UK and you can learn amazing tech stacks in legal AI domain.

Requirements:
MS students in CS or other similar department.
Passionated in legal tech.
Knowledge distillation from LLM to SLM.
Basic understanding in Knowledge graph.
Basic understanding in Agentic AI.

Plz DM me if you're interested in this role. Then I can share the JD and we can discuss more.

Please share your updated resume and linkedin profile.
Where are you based in?
Are you a MS students?
Are you familiar with KG and SLM?
This is unpaid intern role for 6 months. Are you okay with that?

[fast jackal]

i'm feeling very unmotivated... i have a statistics degree and non-work experience doing data science (SQL, ML projects, making dashboards in different ways, etc) but i'm getting absolutely no hits on any jobs (no interviews, in probably 2000 applications i only ever got 1 interview which is my current job which doesn't do data science or analytics really). i am spending lots of time outside of work studying, learning, making new projects but it gets to a point where the learning feels so boring because even if i do a project with what i learned, there's so much to know that i end up doing other things later and forget about it. has anyone else experienced this and has any tips?

[fossil grove]

The job market is in a place of big transition right now - a lot of people are experiencing trouble getting through the apply/interview process. Have you thought about trying to launch a product/business while you apply? Even if it doesn't work, it can be valuable experience and help you make connections. And of course, working on Kaggle competitions can really showcase your skills!

[fast jackal]

@fossil grove thanks for the input! i've thought about making a product, however because my coding skills are more ad hoc data science and less SWE-y, it's a little hard to make a product

[fossil grove]

It's never been easier for non-coders to develop software with AI!

[jagged sierra]

Which begs the question, where is this job market going? It's depressing knowing I've spent the last ~3 years locked in on the computer neglecting most other aspects of my life, and now it feels almost pointless...

[fossil grove]

I think this is a question a lot of people are asking - but it's not yet clear how it will all shake out.

[jagged sierra]

Yeah, it's stressful. I'm gonna be stuck bartending forever 🫨

[fossil grove]

Or are you... https://interestingengineering.com/ai-robotics/ai-robotic-bartender-hospitality-automation (kidding - we will have to figure this out how there's room for people in an AI economy)

[jagged sierra]

Noooooooo! jkjk

[languid rune]

Hey guys

I am a second year student who wants to learn the Ai ml and data science

Can u guys pls suggest me the free resources for learning this topics

[fossil grove]

We have the 5 Days of Vibecoding Agents course coming up: it's a great opportunity! https://www.kaggle.com/competitions/5-day-ai-agents-intensive-vibecoding-course-with-google

[unique rain]

Hey 👋🏻 we are hiring recruitment interns 👇🏻
https://www.linkedin.com/posts/mukthanjalibonala_hiring-internship-workfromhome-share-7455205148206747648-GHni?utm_source=social_share_send&utm_medium=android_app&rcm=ACoAAFxYxGsBXqLSyq3ppxFkr8wjplcJyM0PGSQ&utm_campaign=copy_link

[crude elbow]

Hi guys I am in my 2st year of graduation in ECE branch what courses should I have to learn

[hollow stream]

hello people , i needed some thoughts on my profile , any areas for improvements or fixes .
I am mainly focused on scalable AI/ML projects , while having a solid foundation and experience in backend engineering and DSA.
github: https://github.com/koustubh-k
portfolio: https://portfolio-j617m7zvb-koustubh-ks-projects.vercel.app/

[jagged badger]

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

https://www.linkedin.com/posts/shamyuktta-b-200214359_googlestudentambassador-gsa2026-teamgemini-ugcPost-7459859676923473922-tK8s?utm_source=share&utm_medium=member_desktop&rcm=ACoAAFky1SABNAyBCxEuWl5iwyw-Tm4TCzztKYY

[wise hornet]

🚨 STOP sending boring CVs.

If you want your dream career, you need to stop using basic AI and start using the STAR Method.

I made a quick reel showing:
✅ How to turn a "Boring CV" into a "Selected" CV.
✅ The prompt that Senior Recruiters actually love.
✅ The #1 mistake that gets you rejected immediately.

Get the prompt here:
https://www.instagram.com/reel/DYOrbw3zcxI/?igsh=MTAzdTg0dzQ1dTFnbg==

[rugged crane]

you have a very good resume

[rugged crane]

how did you get an intern at nvidia

[rugged crane]

yoo any specific time ( for live )they didnt mention in the web page so

[fossil grove]

We have not yet announced the timing

[dull wing]

🚀 Bloom is Hiring: Data Engineer | FinTech Domain

📍 Location: Bangalore (Hybrid)
💼 Experience: 5–7 Years
⏳ Notice Period: Immediate Joiners / Serving Notice Preferred

We are looking for a skilled Data Engineer with strong experience in building scalable data platforms and real-time pipelines in the FinTech domain.

🔹 Key Skills Required:
✔ Python & SQL
✔ ETL / ELT Pipeline Development
✔ Databricks / Spark / Kafka
✔ AWS / Azure / GCP
✔ Data Warehousing & Lakehouse Architecture
✔ Streaming & Large-Scale Data Processing
✔ CI/CD & DevOps Practices
✔ Real-time & Batch Processing

🔹 Responsibilities:
• Build and optimize scalable data pipelines
• Work with real-time and batch financial datasets
• Develop cloud-native data solutions
• Collaborate with AI/ML teams for intelligent workflows
• Ensure data quality, governance, and platform scalability

🎯 Preferred Background:
• Strong Data Engineering experience in FinTech / Banking / Financial Services
• Experience handling streaming and large-scale datasets
• Hands-on expertise with distributed data technologies

[quartz cradle]

we should have a channel for posting internship opportunities

[hollow stream]

College tie up with NVIDIA and selection processes.

[fossil grove]

Internship postings are welcomed in the jobs channel!

[median saffron]

https://gssoc.girlscript.org/apply?ref=DHAN-XR2A

[hardy finch]

🚀 Bloom is Hiring: Recruiter & Talent Acquisition Specialist

📍 Location: India, US, or EU (Remote/Hybrid)
💼 Contract: 6-Month Contract → Permanent Employment
⏳ Start Date: Immediate Joiners Preferred

🔹 Key Skills:
✔ Full-Cycle Recruiting & Talent Sourcing
✔ Passive Candidate Headhunting & Boolean Search
✔ Stakeholder & Hiring Manager Partnership
✔ Candidate Experience & Employer Branding
✔ ATS Management & Data-Driven Hiring
✔ Regional Hiring Knowledge (India, US, or EU)

🔹 Responsibilities:
• Own end-to-end recruitment from sourcing to offer negotiation
• Proactively build talent pipelines through creative sourcing strategies
• Partner with hiring managers globally to define and fill critical roles
• Deliver a seamless candidate experience across time zones
• Track metrics to optimize the hiring process

🎯 Preferred Background:
• Recruiting experience in fast-paced, high-growth environments
• Experience hiring for tech or financial services is a plus
• Strong understanding of hiring practices in your region

Please DM me

[waxen hamlet]

🏦 HAMZI.AI — Financial Ecosystem Dataset

Enterprise-Grade Synthetic Financial Data for ML Research & Production Modeling

Dataset Summary

The HAMZI.AI Financial Ecosystem Dataset is a large-scale, richly structured synthetic dataset engineered to reflect the full complexity of a real-world retail banking and financial services environment. It covers every layer of the customer-to-transaction lifecycle — from demographic profiling and account management to transaction forensics, behavioral risk signals, and AML indicators.

This dataset is designed as a production-grade training resource for machine learning engineers, data scientists, quantitative risk analysts, and financial AI researchers who require data that goes far beyond the shallow toy datasets commonly available online.

ℹ️ This repository hosts a 1,000-row representative sample for exploration, EDA, and model prototyping. kaggle: https://www.kaggle.com/datasets/hamziai/3-million-enterprise-bank-records-ultimate-fraud
The complete 3,000,000-record dataset is available for purchase → synthox.gumroad.com/l/xtfbh

[livid viper]

||"How do you actually know if you're ready for an ML engineer role? Let's try Skillever"||

Been thinking about this a lot lately. Kaggle scores are great for data science, but they don't always translate to what ML engineer interviews actually test – system design, reasoning under ambiguity, explaining tradeoffs.
I've been beta testing a tool that runs you through an AI-powered evaluation & mock interview and gives you a breakdown across multiple skill dimensions. It's free right now.
Anyone else find the gap between your ability and interview performance frustrating? Would love to hear how others have approached this.
You can also try our tool: https://www.tcodeai.com

最近一直在思考这个问题。在Kaggle刷榜的能力确实能证明一部分实力，但ML工程师的面试考察的东西往往不太一样——系统设计、在模糊需求下的判断、能不能解释清楚自己的技术决策。光靠比赛排名有时候很难说服面试官。
我最近在接触一个叫才谱的AI能力核验工具，它会通过测评生成一份7D能力报告，从技术实现、逻辑思维、学习能力、产出效率、韧性、统筹能力、自我驱动这七个维度告诉你自己真实的水平在哪，哪里是短板、下一步该怎么补。
不是那种做完就没了的测试，而是真的能告诉你哪里强、哪里要补。目前免费内测。
更关键的是：上海西岸20余家AI独角兽已经接入平台，包括商汤科技、MiniMax、跃迁星辰。核验结果优秀的候选人，可以直接推荐进入这些公司的招聘通道。
有遇到过类似困惑的同学吗？也欢迎私信我获得内测邀请码。
Skillever 网站：https://www.tcodeai.com