Module 5 — Exploratory Data Analysis

Problem sets accompanying the Module 5 chapters. Each is worth 100 points; see Problem Sets for the part structure and grading split.

• 5.1 - High-Dimensional Data - Tennessee Eastman Sensors (accompanies High-Dimensional Data) · zip

• 5.2 - Dimensionality Reduction - Tennessee Eastman Monitoring (accompanies Dimensionality Reduction) · zip

• 5.3 - Clustering - Carbon XPS Spectra (accompanies Clustering) · zip

• 5.4 - Generative Models - XPS Batch Screening (accompanies Generative Models) · zip