Unsupervised Learning
Learn about unsupervised learning techniques such as clustering and dimensionality reduction
9 Tutorials
2 Exercises
Intermediate Level
100% Online
Self-paced
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About this course
Contributors & Instructors
What you will learn?
Course Content
1. Introduction to Unsupervised Learning
1
Introduction to Unsupervised Learning
2. Clustering Analysis and Techniques
4
1
Clustering
Clustering Algorithms: Hierarchical Clustering
Clustering Algorithms: K-Means
Evaluating Unsupervised Learning Models
Quiz : Unsupervised Learning and Clustering
3. Introduction to Dimensionality Reduction and its techniques
4
1
Dimensionality Reduction
Linear Dimensionality Reduction Methods
Non - Linear Dimensionality Reduction Methods
Auto-encoders for Dimensionality Reduction
Quiz: Dimensionality Reduction
