Lecture | Title | Date | Notebooks | Recording | Announcements |
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1 | Images, Data, Arrays, Abstractions | Feb 17, 2021 | 1.1, 1.2 | video | HW0 released |
2 | Image Transformations | Feb 22, 2021 | 1.4 | video | HW1 released |
3 | More Transformations and Automatic Differentiation | Feb 24, 2021 | 1.3 | video | |
4 | Transformations: Composability and Linearity | Mar 1, 2021 | 1.5 | video | |
5 | Inverses and Newton's Method | Mar 3, 2021 | 1.6 | video | HW3 released |
6 | Dyanmic Programming and Seam Carving | Mar 9, 2021 | 1.7, 1.8 | video | Week 3 Problem MITx released |
7 | Structure in Data and PCA | Mar 10, 2021 | 1.9 | video | |
8 | More PCA | Mar 15, 2021 | 2.1 | video | |
9 | Sampling & Random Variables | Mar 15, 2021 | 2.2 | video | |
10 | Modeling with Stochastic Simulation | Mar 24, 2021 | 2.3 | video | |
11 | Random Variables as Types | Mar 29, 2021 | 2.4 | video | |
12 | Random Walks | Mar 31, 2021 | 2.5 | video | |
13 | Random Walks II | Apr 5, 2021 | 2.6 | video | |
14 | Discrete & Continuous | Apr 7, 2021 | 2.7 | video | |