gitextract_8s6cyyht/ ├── .gitignore ├── README.md ├── excel/ │ └── britlit.xlsx └── nbs/ ├── 0. Course Logistics.ipynb ├── 1. Why are we here.ipynb ├── 2. Topic Modeling with NMF and SVD.ipynb ├── 3. Background Removal with Robust PCA.ipynb ├── 4. Compressed Sensing of CT Scans with Robust Regression.ipynb ├── 5. Health Outcomes with Linear Regression.ipynb ├── 6. How to Implement Linear Regression.ipynb ├── 7. PageRank with Eigen Decompositions.ipynb ├── 8. Implementing QR Factorization.ipynb ├── Homework 1.ipynb ├── Homework 2.ipynb ├── Homework 3.ipynb ├── Project_ideas.txt ├── convolution-intro.ipynb ├── graddesc.xlsm ├── gradient-descent-intro.ipynb └── images/ └── AF1QipMKlINdas9JzCH0FUrOj7FyVKhQUAGBSHTLSbK9.url