Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
🎓 Sharing machine learning course / lecture notes.
| Date | Stars |
|---|---|
| 2026-07-24 | 6622 |
| 2026-07-25 | 6621 |
| 2026-07-28 | 6621 |
| 2026-07-30 | 6621 |
| 2026-07-31 | 6627 |
| 2026-08-06 | 6634 |
Today
+7 stars today
This week
+13 stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.20%/day
# 🎓 Machine Learning Course Notes
A place to collaborate and share lecture notes on all topics related to machine learning, NLP, and AI.
`WIP` denotes work in progress.
---
### Machine Learning Specialization (2022)
[Website](https://www.coursera.org/specializations/machine-learning-introduction) | Instructor: Andrew Ng
<table class="tg">
<tr>
<th class="tg-yw4l"><b>Lecture</b></th>
<th class="tg-yw4l"><b>Description</b></th>
<th class="tg-yw4l"><b>Video</b></th>
<th class="tg-yw4l"><b>Notes</b></th>
<th class="tg-yw4l"><b>Author</b></th>
</tr>
<tr>
<td class="tg-yw4l">Introduction to Machine Learning</td>
<td class="tg-yw4l">Supervised Machine Learning: Regression and Classification</td>
<td class="tg-yw4l"><a href="https://www.coursera.org/learn/machine-learning?specialization=machine-learning-introduction">Videos<a></td>
<td class="tg-yw4l"><a href="https://dair-ai.notion.site/Course-1-Supervised-Machine-Learning-3a200719f58145dc8a701a2545bdf9f4">Notes</a></td>
<td class="tg-yw4l"><a href="https://twitter.com/omarsar0">Elvis<a></td>
</tr>
<tr>
<td class="tg-yw4l">Advanced Learning Algorithms</td>
<td class="tg-yw4l">Advanced Learning Algorithms</td>
<td class="tg-yw4l"><a href="https://www.coursera.org/learn/advanced-learning-algorithms?specialization=machine-learning-introduction">Videos<a></td>
<td class="tg-yw4l">WIP</td>
<td class="tg-yw4l"><a href="https://twitter.com/omarsar0">Elvis<a></td>
</tr>
<tr>
<td class="tg-yw4l">Unsupervised Learning, Recommenders, Reinforcement Learning</td>
<td class="tg-yw4l">Unsupervised Learning, Recommenders, Reinforcement Learning</td>
<td class="tg-yw4l"><a href="https://www.coursera.org/learn/unsupervised-learning-recommenders-reinforcement-learning?specialization=machine-learning-introduction">Videos<a></td>
<td class="tg-yw4l">WIP</td>
<td class="tg-yw4l"><a href="https://twitter.com/omarsar0">Elvis<a></td>
</tr>
</table>
---
### MIT 6.S191 Introduction to Deep Learning (2022)
[Website](http://introtodeeplearning.com/) | Lectures by: Alexander Amini and Ava Soleimany
<table class="tg">
<tr>
<th class="tg-yw4l"><b>Lecture</b></th>
<th class="tg-yw4l"><b>Description</b></th>
<th class="tg-yw4l"><b>Video</b></th>
<th class="tg-yw4l"><b>Notes</b></th>
<th class="tg-yw4l"><b>Author</b></th>
</tr>
<tr>
<td class="tg-yw4l">Introduction to Deep Learning</td>
<td class="tg-yw4l">Basic fundamentals of neural networks and deep learning.</td>
<td class="tg-yw4l"><a href="https://youtu.be/7sB052Pz0sQ">Video<a></td>
<td class="tg-yw4l"><a href="https://dair-ai.notion.site/Lecture-1-Intro-to-DL-d4929997a7a34a33a163cf40ba00360b">Notes</a></td>
<td class="tg-yw4l"><a href="https://twitter.com/omarsar0">Elvis<a></td>
</tr>
<tr>
<td class="tg-yw4l">RNNs and Transformers</td>
<td class="tg-yw4l">Introduction to recurrent neural networks and transformers.</td>
<td class="tg-yw4l"><a href="https://youtu.be/QvkQ1B3FBqA">Video<a></td>
<td class="tg-yw4l"><a href="https://dair-ai.notion.site/Lecture-2-Recurrent-Neural-Networks-and-Transformers-71fb3ba2a24f4b6c8cc77281fc19cfab">Notes</a></td>
<td class="tg-yw4l"><a href="https://twitter.com/omarsar0">Elvis<a></td>
</tr>
<tr>
<td class="tg-yw4l">Deep Computer Vision</td>
<td class="tg-yw4l">Deep Neural Networks for Computer Vision.</td>
<td class="tg-yw4l"><a href="https://youtu.be/uapdILWYTzE">Video<a></td>
<td class="tg-yw4l"><a href="https://dair-ai.notion.site/Lecture-3-Deep-Computer-Vision-e43a17b50f7e4b5f8393c070b22340a3">Notes</a></td>
<td class="tg-yw4l"><a href="https://twitter.com/omarsar0">Elvis<a></td>
</tr>
<tr>
<td class="tg-yw4l">Deep Generative Modeling</td>
<td class="tg-yw4l">Autoencoders and GANs.</td>
<td class="tg-yw4l"><a href="https://youtu.be/QcLlc9lj2hk">Video<a></td>
<td class="tg-yw4l"><a href="https://dair-aiExcerpt of 10,418 characters
Read on GitHub
Elvis Saravia · DAIR.AI
59
Pietro Monticone · Harmonic · United States
1
Shubham Gupta · Singapore
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:a4ae4b8b41cef636, topic:deep-learning
matched fp:a4ae4b8b41cef636, topic:natural-language-processing
matched fp:a4ae4b8b41cef636, name:course, desc:course, readme:course