aman.ai
aman.ai (opens in a new tab) - everything you need to build an LLM.
Distilled AI
- CS229: Machine Learning (opens in a new tab) / cs229.stanford.edu (opens in a new tab)
- CS230: Deep Learning (opens in a new tab) / cs230.stanford.edu (opens in a new tab)
- CS231n: Convolutional Neural Networks for Visual Recognition (opens in a new tab) / CS231n: Deep Learning for Computer Vision (opens in a new tab)
- CS224n: Natural Language Processing with Deep Learning (opens in a new tab) / CS224N: Natural Language Processing with Deep Learning (opens in a new tab)
- Machine Learning Specialization on Coursera (offered by deeplearning.ai) (opens in a new tab) / Machine Learning Specialization (opens in a new tab)
- Recommendation Systems (RecSys) (opens in a new tab)
- Deep Learning Specialization on Coursera (offered by deeplearning.ai) (opens in a new tab) / Natural Language Processing Specialization (opens in a new tab)
- Natural Language Processing Specialization on Coursera (offered by deeplearning.ai) (opens in a new tab) / Natural Language Processing Specialization (opens in a new tab)
- 🙌 Multimodal Machine Learning (opens in a new tab) / MultiModal Machine Learning (opens in a new tab)
Primers
- PyTorch (opens in a new tab)
- Python (opens in a new tab)
- Math (opens in a new tab)
- AI fundamentals (opens in a new tab)
- Graph Studio (opens in a new tab)
- NumPy (opens in a new tab)
- Matplotlib (opens in a new tab)
- Pandas (opens in a new tab)
- TensorFlow (opens in a new tab)
- Backprop Guide (opens in a new tab)
- regex-cheatsheet (opens in a new tab)
- git-cheatsheet (opens in a new tab)
Python
- Algorithms (Python 3) (opens in a new tab)
- Distilled set of LeetCode problems for learning data structures and algorithms solved using Python 3.
- Python Data Structures and Time Complexities (opens in a new tab)
- Asymptotic Notations (opens in a new tab)
Lists
Full collection of everything AI/ML. Uni courses. Papers. Books.