Courses
| Name | Notes | |
|---|---|---|
| Deep Learning Specialization | https://www.deeplearning.ai/courses/deep-learning-specialization/ | Specialization by deeplearning.ai, the course might be dated given how quickly things changes. The changelog for the course is here. |
| NLP Specialization | https://www.deeplearning.ai/courses/natural-language-processing-specialization/ | Another specialization by deeplearning.ai. |
| ARENA | https://github.com/callummcdougall/ARENA_3.0 | 4 week course based on targeted for software engineer and machine learning engineers looking to upskill in AI Alignment and technical roles. |
| Minitorch | https://minitorch.github.io | Building a Pytorch like tensor API through programming exercises. |
Books
| Name | Notes |
|---|---|
| Deep Learning | One of the first books focused on deep learning, more focus on math than programming. |
| Deep Learning: Visual Approach | Somewhat less technical than most books and more focused on building intuition and understanding through illustrations |
| Deep Learning: Foundation and Concepts | More recent book by Chris Bishop, available for free. |