6.1 Welcome to Unit 6
6.2 Recommendations Worth a Million: An Introduction to Clustering
- 6.2.1 Video 1: Introduction to Netflix
- 6.2.2 Quick Question
- 6.2.3 Video 2: Recommendation Systems
- 6.2.4 Quick Question
- 6.2.5 Video 3: Movie Data and Clustering
- 6.2.6 Quick Question
- 6.2.7 Video 4: Computing Distances
- 6.2.8 Quick Question
- 6.2.9 Video 5: Hierarchical Clustering
- 6.2.10 Quick Question
- 6.2.11 Video 6: Getting the Data
- 6.2.12 Quick Question
- 6.2.13 Video 7: Hierarchical Clustering in R
- 6.2.14 Quick Question
- 6.2.15 Video 8: The Analytics Edge of Recommendation Systems
6.3 Predictive Diagnosis: Discovering Patterns for Disease Detection
- 6.3.1 Video 1: Heart Attacks
- 6.3.2 Quick Question
- 6.3.3 Video 2: The Data
- 6.3.4 Quick Question
- 6.3.5 Video 3: Predicting Heart Attacks using Clustering
- 6.3.6 Quick Question
- 6.3.7 Video 4: Understanding Cluster Patterns
- 6.3.8 Quick Question
- 6.3.9 Video 5: The Analytics Edge
6.4 Seeing the Big Picture: Segmenting Images to Create Data (Recitation)
- 6.4.1 Welcome to Recitation 6
- 6.4.2 Video 1: Image Segmentation
- 6.4.3 Video 2: Clustering Pixels
- 6.4.4 Video 3: Hierarchical Clustering
- 6.4.5 Caution
- 6.4.6 Video 4: MRI Image
- 6.4.7 Video 5: K-Means Clustering
- 6.4.8 Video 6: Detecting Tumors
- 6.4.9 Video 7: Comparing Methods
6.5 Assignment 6