These are list of courses for Python, ML, DL, Analytics
** Prorgraming Courses**
Course in R
https://homerhanumat.github.io/r-notes/
*Course in Python
https://cs50.harvard.edu/python/2022/ ((#Harvard Python Course))
Machine Learning
- Stanford CS229: Machine Learning
- Making Friends with Machine Learning
- Applied Machine Learning
- Introduction to Machine Learning (Tübingen)
- Introduction to machine learning (Munich)
- Statistical Machine Learning (Tübingen)
- Probabilistic Machine Learning
Deep Learning
- MIT: Deep Learning for Art, Aesthetics, and Creativity
- Stanford CS230: Deep Learning (2018)
- Practical Deep Learning for Coders
- Introduction to Deep Learning (MIT)
- Deep Learning: CS 182
- Deep Unsupervised Learning
- NYU Deep Learning SP21
- Foundation Models 🆕
- Deep Learning (Tübingen)
- Full Stack Deep Learning
- https://course20.fast.ai/ (#Practical Deep learning for Coders)
NLP
- Stanford CS25 - Transformers United
- NLP Course (Hugging Face)
- CS224N: Natural Language Processing with Deep Learning
- CMU Neural Networks for NLP
- CS224U: Natural Language Understanding
- CMU Advanced NLP 2021/2022 🆕
- Multilingual NLP
- Advanced NLP
Computer Vision
- CS231N: Convolutional Neural Networks for Visual Recognition
- Deep Learning for Computer Vision
- Deep Learning for Computer Vision (DL4CV)
Reinforcement Learning
- Deep Reinforcement Learning
- Reinforcement Learning Lecture Series (DeepMind)
- Reinforcement Learning (Polytechnique Montreal, Fall 2021)
- Foundations of Deep RL
- Stanford CS234: Reinforcement Learning
Graph ML
Multi-Task Learning
Others