📚 Artificial Intelligence and Data Science Learning Resources

Forums

1. Python

   Beginner to Python? Learning resources go here.

   6

   posts

   • 
   • Python Programming Basics
   • By subin_vidhu, June 18
2. PyTorch

   Learning resources for PyTorch, the deep learning framework by Meta.

   2

   posts

   • 
   • PyTorch Basics
   • By Aman, June 18
3. PyTorch Lightning

    Home of PyTorch Lightning tutorials.

   2

   posts

   • 
   • Should this be under pytorch?
   • By parthp, August 29
4. TensorFlow

   Learning resources for TensorFlow, the deep learning framework by Google.

   1

   post

   • 
   • tensorFlow tutorials for beginners
   • By parthp, August 19
5. NumPy

   NumPy learning resources go here.

   1

   post

   • 
   • NumPy Advanced tutorials
   • By parthp, August 29
6. Pandas

   Look here for resources related to perform data manipulation using Pandas.

   1

   post

   • 
   • Pandas Tutor visualizes how Python code transforms dataframes
   • By parthp, June 29
7. Matplotlib / Seaborn / GNUPlot

   Home for plotting library resources.

   • No posts here yet
8. Machine Learning

   Home of Machine Learning resources.

   12

   posts

   • 
   • Calling all Marathi and Gujarati Speakers!
   • By Nikunj Kotecha, August 14
9. Deep Learning

   Want to build some Deep Learning chops? Look for resources here.

   18

   posts

   • 
   • Model Quantization Resources
   • By Ishan, September 2
10. Math

    Resources to learn the math behind AI.

    4

    posts

    • 
    • Book on Mathematics for Machine Learning
    • By parthp, June 29
11. Synthetic Data Generation

    Tips around Synthetic Data Generation go here.

    • No posts here yet
12. On-device AI

    Resources to compress/trim models to make them suitable for on-device AI.

    1

    post

    • 
    • On-Device Training with TensorFlow Lite
    • By parthp, June 18
13. Hardware for AI

    Resources to design hardware for AI (AI IP design/architecture, AI workload profiling, etc.).

    • No posts here yet
14. SQL

    Want to learn SQL? Find articles here.

    1

    post

    • 
    • SQL tutorial from W3 School
    • By parthp, August 29
15. Data Science

    • ETL Pipelines
    • Evaluation Pipelines

    Data Science resources

    • No posts here yet
16. Python Libraries

    Found a nifty Python library? Share it here.

    • No posts here yet
17. Github Repos

    Github repositories with useful content.

    16

    posts

    • 
    • Sebastian Raschka - LLM from scratch
    • By Andrew, August 15
18. YouTube Channels

    YouTube channels for AI learning.

    2

    posts

    • 
    • Andrej Karpathy
    • By parthp, August 19
19. MOOCs / Certifications / Courses / Online Degrees

    Share resources for MOOCs, Certifications, Courses, and Online Degrees for AI and Data Science. Reviews are welcome. 

    16

    posts

    • 
    • Stanford CS25 - Transformers United
    • By Andrew, June 16
20. Prompt Engineering

    Share prompts for prompt-based generative models like GPT, Stable Diffusion, etc. 

    2

    posts

    • 
    • The Prompt Report: A Systematic Survey of Prompting Techniques
    • By Ramesh Koppad, July 13
21. Model Demos

    The home for showcasing AI model demos.

    5

    posts

    • 
    • Luma AI's Dream Machine
    • By subin_vidhu, June 18
22. MLOps / LLMOps

    MLOps / LLMOps learning resources go here.

    12

    posts

    • 
    • LLM - Related Python Packages You Should Know
    • By Ramesh Koppad, July 13
23. Online Testing

    A/B, MAB testing resources go here.

    1

    post

    • 
    • AB Testing 101 by Jonathan Fulton
    • By parthp, June 29
24. LaTeX Resources / Questions

    Pointers to LaTeX resources as well as questions related to LaTeX go here.

    • No posts here yet
25. Data Annotation and Privacy

    Guidelines and do’s/dont’s for data annotation and ideas for ensuring data privacy go here.

    2

    posts

    • 
    • AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators
    • By parthp, June 25
26. PhD

    • Open Roles
    • Profile Prep
    • Advisors

    Looking to do a PhD with an AI focus? Discuss here.

    • No posts here yet
27. Request Learning Resources

    Looking for the best resources to learn a concept? Request here. 

    • No posts here yet