| Skill Level 1-beginner, 3-advanced | Course Name [include hyperlink] | Prereq | End | Hours Req | Project Relevant | Who has taken? Feedback? |
|---|---|---|---|---|---|---|
| 1 | 3Blue1Brown Neural Network Video Series | None | Basic understanding of neural networks | 2 | Tyler - highly recommend to watch before beginning DNN journey, and again throughout your journey | |
| 2 | MIT 6.036 - Introduction to Machine Learning | Linear algebra, stats, maybe some ML familiarity | Deeper ML understanding | 150 | So so so good. The lectures are great. | |
| 3 | MIT OCW - 6.867 - Machine Learning | Linear algebra, stats, maybe some ML familiarity | ML god | 150 | Tyler - wow. This course is hard. Expect to use all of your education budget on this one. | |
| 2 | Deep learning with Python book and code (AKA How-to guide for Keras / Tensorflow) | Basics of Python, Python Scientific Computing | Python Machine Learning | 15 | Tyler - my favorite educational resource when it comes to Python and deep learning. I own the book and have read it cover to cover. Also referenced many many times. |