Just curious, U work at upgrad, and they don't give free access to courses for employees??

Haha they definitely do! They're usually quite long for what I'm currently looking for, so that's why I'm asking here! :)

Product Owner

Yeah, very long videos, I hated upgrad after I paid 🙂

Senior Associate

Got it. Will check this out, thanks! :) 
 Any specific course you'd recommend?

Product Manager

You won’t get in shorts type ML content. If you really want to learn, these would be Stanford video lectures lasting ~15-18 hours per course of dense mathematical + programming content. If this is “too long” watch beer biceps

That's... Not what i meant at all lmao. 
 I just wanted to learn to get up and running ASAP. Not that I want "short content" because i don't have an attention span issue. 
  
 You can keep your comments to yourself, thank you very much. :)

https://thinkingmachines.in/mlfw/index.jsp 
  
 checkout some trial lectures post registering for free, Enroll further if you liked the trial lectures.

Software Engineer

Hey everyone,  As the title suggests, I'm looking for resources to learn ML/AI just for the sake of learning, and potentially doing projects of my own with the knowledge I learn.   I'd appreciate a...

Welcome to Data Scientists's Private Community

Hey everyone, 
As the title suggests, I'm looking for resources to learn ML/AI just for the sake of learning, and potentially doing projects of my own with the knowledge I learn. 

I'd appreciate any responses on the same!

Background: Product. I try and learn about engineering stuff regularly. :)

Learning ML/AI for the sake of learning

Learning ML/AI for the sake of learning- Grapevine

Welcome to Software Engineers's Private Community

Hi guys, I am a Backend Engineer, with the evolving trends in AI and ML , I want to make myself familiar with things like Machine Learning, Deep Learning and LLM stuff. would appreciate free resources or a path.

Thanks

🙏 

Also do share your experience moving into these domains.

Free Resources to learn and break into AI/ML domain

With a lot of things and hype around AI, I am having real FOMO. I want to start learning about AI and planning to do some mini projects involving the latest LLMs and Other AI library. 

Could anyone suggest plan or resources on How do I start my journey in AI and learn generative AI

Learning AI

There's so much happening every day. I never really like the AI/ML courses of college (lol) but want to actually try the new stuff now. What'd you say is the best way of at least knowing the basics of whatever comes up daily?

I know I could just google (and I will), curious to know if y'all know of something which defines the base vocabulary needed to actually understand the daily breakthroughs.

Few things I've been meaning to know more about

- RLHF
- Fine tuning (what and how)
- LLM structure (should have kept up with LLM basics but I didn't lol, pls share stuff)

- LoRA/QLoRA (?? idk lmao)
- RAG (vectorisation of inputs + cosine similarity with query?)
- Mamba architecture (1. what, saw on twitter, no idea)

Currently downloading https://ollama.ai/ to try running llama locally.

Any links/pointers/newsletter archives appreciated

Staying up to date with AI happenings (how)

Hey guys, so I have been interning at a company for the past 9 months. They have offered me a ppo and I will most likely accept it. But my interest lies in the ML field or some data fields such as data engineering. 
Can anyone advice me how do I go about it?
Like should go for masters(my undergrad degree is not CS or some pheonix branch). Should I learn on my own and keep giving interview. Or should I take some experience in sde and then switch?
Thanks in advanced

Advice for switching from SDE to ML/Data fields

Welcome to IT Company Discussion's Private Community

What courses or learning should I pursue to enhance my knowledge in AI interms of real-time  applications , I'm currently  a .Net developer  with 4 years of experience.

Professionally  learning AI

Software Developer

Welcome to Product Managers's Private Community

Hello,

Thinking of upskilling/educating myself to venture more into the AI driven product management style.

All I know is to start with Andrew NG's Intro to Generative AI course.

Would really appreciate it if you could guide me on how to proceed after that.

Thank you!!

Courses to pivot towards AI Product Management

Management Consultant

Hi everyone!

I'm a data scientist. I'm bored of the work that I do at my work place. So want to work on some side projects particularly in machine learning. I have tried kaggle but for some reason don't find it motivating enough. 

So would like to hear from fellow engineers/data scientists how do you guys do this?

How to get unique ML project ideas?

Data Scientist

Hey guys, 
I want to revise my ML & DL concepts and would like to know if anyone knows good references/sources to revisit the concepts
I want to cover the algorithms in fundamental depth rather than just application of models
(
ex : difference between gradient descent / ols  regressions
When to use beta in classifications when looking at f score etc. 
what is the difference between acf/pacf in time series 

Can someone suggest good sources where I can go through such concepts in depth?
)

Fundamentals of ML&AI

Business Analyst

Suggest a good way to learn AI.

How long would it take to learn Ai/ML from Scratch for fresher

AI/ML fresher

I am to move into an ML platform engineering team a few months down the line.  Most job opportunities for an ML platform engineer mentions strong knowledge of kubernetes, Kubeflow/ML flow, API design and deployment along with coding language(usually Java, python or Go). 
Are there any must read resources which could help me while upskilling for this role? I already have access to O'Reilly and have read and practiced most of the exercises on Kubernetes.

Resources to upskill and move into ML platform teams

Data engineer

I am an ML enthusiast and have been learning Reinforcement Learning and other Algorithms to shift my profile to ML engineer. But as soon as I started applying for jobs, every job is looking for people who have experience in GENAI, LLMs, etc. So I want to know, how can I become one?

How to become a GenAI Developer?

Anyone got recommendations for GenAI/LLM/diffusion models courses/books?
Research papers/GitHub repos are also okay as long as it's good.
Also anything on deployment/end user apps for LLMs?

I got a week off might as well catch up on reading.
Thanks

Books/resources for GenAI?

Founder

Welcome to Business Roles's Private Community

I've done my Btech in EC from NIT. Worked for 2Y as a dev in IT Services co. Then I did my MBA from one of the old IIMs. 
Got placed as a "Consultant" in one IT services co, where JD said the role is client facing and business centric. Have been working here for close to 2Y. Basically I'm part of an Agile project team, as another Dev/QA resource. I basically do QA for project releases and occasional SQL scripting. Tried internally to switch to a Project/BA role but this experience is hindering me. Outside it's even worse as I don't even get shortlisted.
I believe I have good skills to excel in Product/BA/Project roles. But not getting them as I don't have any prior experience. My confidence is very low now and my career seems to go nowhere.

The pay is also worse, 21.6LPA currently ( of which 17.6 is fixed). I'm not complaining and this money is a lot for most people. But it's not even close to what my juniors after 2 batches earn. 

The only upside in my job is no pressure and can work remotely most days.

What should I do ?
Shall I learn AI/ML and move to an Individual Contributor role ? How to get shortlisted for these after prep?

Any advice or leads would be helpful, TIA.

Need guidance on my career path

Analyst

Welcome to Office Gossip's Private Community

Hi everyone,

I'm looking for recommendations on an engaging and effective AI/ML video course. I'm interested in a course that isn't boring, as I want to stay motivated and learn consistently by dedicating a few minutes each day. Ideally, the course should offer practical insights and hands-on exercises to help solidify my understanding.

Any suggestions for courses that have worked well for you would be greatly appreciated!

Thanks in advance!

Engaging AI/ML Video Course Recommendation

Consultant

Hello, im a  first year PG student studying AI& ML. I want to up skill myself and be industry ready in the next 4-5 months and how do i do it? I feel very overwhelmed and lost at this point. Can someone guide me through things?
Thank you

How to get better in ML Domain

YOE - 5 Profile - business Analyst, good with SQL, average with python and ML concept, but worked on python and ML in my previous company. 
Requesting advice to get into machine learning or gen ai profile. Courses or anything else that would help. I understand it's a 6 months to one year journey.... Anyone who has transitioned recently kindly help.
Reason to move - better opportunities and jobs moving towards Gen Ai.

Suggestion to get into ML and Gen Ai

Welcome to Indian Startups's Private Community

Currently working as a frontend developer, I am want to switch into backend technology or DevOps. Seeking guidance on the best approach to make this shift. Any insights or advice would be highly appreciated. Thank you.

How i can switch my tech stack?

How to get into ML / AI ? I have spent almost 5 years in product based tech giants. Now I want to move to an AI role or keep updated about AI so that in the near future my role would not be obsolete. My company doesn't have data science role.

Learning ML/AI for the sake of learning

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