..

images

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

convolutionintro.ipynb

gradientdescentintro.ipynb

Project_ideas.txt

graddesc.xlsm
