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pdtxie committed Sep 25, 2024
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2 changes: 1 addition & 1 deletion docs/resources.md
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- [Princeton NEU 314](http://pillowlab.princeton.edu/teaching/mathtools16/slides/lec10_LeastSquaresRegression.pdf) Sections 1 through 2.1 (Least squares with vector calculus)
- [Stanford cheat sheets](https://stanford.edu/~shervine/teaching/) on ML and math
- [Calculus for ML](https://ml-cheatsheet.readthedocs.io/en/latest/calculus.html) cheat sheet
- [Linear Algebra Review](/assets/resources/linalg-review.pdf)
- [Linear Algebra Review](/fa24-nmep/assets/resources/linalg-review.pdf)

### Neural Networks
- [CS197 Harvard](https://docs.google.com/document/d/1dA8KmOTZePMRl3MixxM6Fb0H8IJhIyn_g-LUXbRHeqU): Moonwalking with PyTorch
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2 changes: 1 addition & 1 deletion index.md
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Expand Up @@ -14,7 +14,7 @@ In the New Member Education Program (NMEP), we'll be paving a sturdy ML foundati

| Week | Date | Lecture | Assignments | Lecturer |
|:-|:-|:-| :-| :-|
| 1 | Sep 23 | Intro + Background Review | **Lecture Exercise**{: .label } [Rockfall] <br> **Homework 1**{: .label .label-yellow } [Math Review](/assets/hw0/hw0-math.pdf) [Pandas](/assets/hw0/hw0-pandas.ipynb) [Numpy](/assets/hw0/hw0-numpy.ipynb) | |
| 1 | Sep 23 | Intro + Background Review | **Lecture Exercise**{: .label } [Rockfall] <br> **Homework 1**{: .label .label-yellow } [Math Review](/fa24-nmep/assets/hw0/hw0-math.pdf) [Pandas](/fa24-nmep/assets/hw0/hw0-pandas.ipynb) [Numpy](/fa24-nmep/assets/hw0/hw0-numpy.ipynb) | |
| 2 | Sep 30 | Classical ML | | |
| 3 | Oct 7 | Deep Learning, Embeddings | | |
| 4 | Oct 14 | CNNs & Object Detection | | |
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