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Section 2

Unsupervised Learning & Dimensionality Reduction

Section 2 finds structure in data without labels, on 1,797 handwritten digits, the Wisconsin breast-cancer data and documented synthetic logs, and follows each method into the vector indexes, topic models, monitors and recommenders built on it. It closes with the feature pipelines and point-in-time joins that decide whether any model's evaluation can be believed.

Chapters

6

Lesson Reading

4 hr 50 min

Labs

6

Interview Sets

6

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