Fall2025

Lecture Slides

• 01 What is Data Science
• 02 Reproducible Computing
• 03 Development Containers
• 04 Histograms and Resampling
• 05 Permutation and Bootstrap
• 06 Linear Algebra for Data Science
• 07 Linear Algebra for Data Science
• 08 Mathematical Programming
• 09 Mathematical Programming
• 10 movie recommender system
• 12 optimizing stock portfolio allocation
• 13 covariance estimation