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Lecture 11/16/21: Generalized low rank models

Zoom Recording ID: 94347618999 UUID: SAWHob9hQW2cn6V0EZ64cg== Meeting Time: 2021-11-16T14:36:06Z

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11.15.21 Rad Niazadeh, University of Chicago

Zoom Recording ID: 97325240794 UUID: lYgN9LNUQc6At0ybS4kIUw== Meeting Time: 2021-11-15T20:30:01Z

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Lecture 11/11: Imputing missing values with the Gaussian copula

Zoom Recording ID: 94347618999 UUID: me8ufsMXTCm5sdTAuyJ8PQ== Meeting Time: 2021-11-11T14:31:38Z

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Lecture 11/9/21: Unsupervised learning (PCA)

Zoom Recording ID: 94347618999 UUID: i0nonjabSNqNawDsvIrVAQ== Meeting Time: 2021-11-09T14:28:43Z

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11.8.21 Jonathan Shafer, University of California Berkeley

Zoom Recording ID: 97325240794 UUID: WdibhqUfR3CJI3DNJ4LmfA== Meeting Time: 2021-11-08T20:30:31Z

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Lecture 11/4/21: Losses for classification and multi-class classification

Zoom Recording ID: 94347618999 UUID: l1RpSW+qTF6f/eH+Nbq9vQ== Meeting Time: 2021-11-04T13:33:44Z

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Lecture 11/2/21: Loss functions

Zoom Recording ID: 94347618999 UUID: vWQG3ObBTcWaFwtVIF8PgQ== Meeting Time: 2021-11-02T13:05:02Z

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Section 11/23/21: optimization

Zoom Recording ID: 91739230861 UUID: v8lG4ne3RLytBr+lTovY4g== Meeting Time: 2021-10-27T15:17:37Z

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Lecture 10/21/21: Ensembles + Regularization

Zoom Recording ID: 94347618999 UUID: Hg/UOyaZTFGi+ub+trRDtw== Meeting Time: 2021-10-21T13:31:18Z

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Lecture 10/14: Bootstrap and bias variance tradeoff

Zoom Recording ID: 94347618999 UUID: qgdVNfgoTIi+Z1Xj3EkLqQ== Meeting Time: 2021-10-14T13:29:44Z

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Section 10/13/21: Advanced scikit-learn

Zoom Recording ID: 95071859677 UUID: T29yk1x8Sr6W6XqR4hrTMQ== Meeting Time: 2021-10-13T15:19:21Z

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10.1.21 Zachary Teed, Princeton University

Zoom Recording ID: 471873857 UUID: VErF+qyjSjiBrAonNwZ2Zw== Meeting Time: 2021-10-01T15:56:30Z

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Lecture 9/30/21: Generalization

Zoom Recording ID: 94347618999 UUID: A1ObiUYZTTCQ122bMeokLw== Meeting Time: 2021-09-30T13:30:23Z

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Lecture 9/23: Feature engineering demo and deep learning

Zoom Recording ID: 94347618999 UUID: yCXzltQzT6utWrVYWPVYNA== Meeting Time: 2021-09-23T13:32:05Z

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Section 9/21/21: Linear algebra and gradient descent

Zoom Recording ID: 95071859677 UUID: nT8Aut2JRImFyH9dmksS/w== Meeting Time: 2021-09-21T18:31:09Z

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Lecture 9/16: Feature engineering

Zoom Recording ID: 94347618999 UUID: PFUsN12HSx6I3dkD0PuRBg== Meeting Time: 2021-09-16T13:28:20Z

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