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HW 0 (Math)
- Princeton NEU 314 Sections 1 through 2.1 (Least squares with vector calculus)
- Stanford cheat sheets on ML and math
- Calculus for ML cheat sheet
- Linear Algebra Review
Neural Networks
- CS197 Harvard: Moonwalking with PyTorch
Computer Vision
- JPEG through the lens of signal processing (YouTube)
- Understanding Convolutions (old NMEP HW!)