Course Curriculum
Welcome | |||
Learning Objectives | 00:00:00 | ||
Unsupervised Learning and K-Means Clustering | |||
Introduction to Unsupervised Learning | 00:06:00 | ||
Uses Of K-Means Clustering | 00:04:00 | ||
Euclidean Distance & K-Means Clustering | 00:11:00 | ||
How Does K-Means Clustering Work? | 00:07:00 | ||
Cluster Zip Data Using K-Means Clustering | 00:45:00 | ||
Resources | |||
Deliberate Practice | |||
Cluster Titanic training data using K-Means clustering | 01:00:00 | ||
Supplementary Exercises | |||
Cluster Zip data using K-Means clustering (Python) | 00:45:00 | ||
Visualize Simulated K-Means Clustering Animation | 00:30:00 | ||
K-Means Clustering with simulated data, visualize scree plot | 00:30:00 |
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