Schedule

For labs, please bring your notebooks!

Week 1

Lecture 1: Introduction to Visualization – Part I

Lab 1: Intro to Observable and D3

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Week 2

Lab 2: Intro to Vegalite

Lecture 2: Introduction to Visualization – Part II

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Week 3

Lab 3: D3 examples - I: iPCA implementation

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Week 4

Lab 4: D3 examples - I: Squares implementation

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Week 5

Lecture 3: Model assessment

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Week 6

Lab 5: Model Understanding with notebookJS

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Week 7

Lecture 4: Visualization for White-box ML models

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Week 8

Lab 6: Interpreting White-box models

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Week 9

Lecture 5: Visualization for Black-box ML models

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Week 10

Lab 7: Interpreting Black-box models

Lecture 6: Clustering and Dimensional Reduction

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Week 11

Lab 8: Clustering and Dimensional Reduction

Lecture 7: Topological Data analysis

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Week 11

Lab 9: Topological Data analysis

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