Mathematics for Machine Learning: PCA
Completed by Jorge Navarro García
May 20, 2018
20 hours (approximately)
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What you will learn
Implement mathematical concepts using real-world data
Derive PCA from a projection perspective
Understand how orthogonal projections work
Master PCA
Skills you will gain
- Category: Linear Algebra
- Category: Dimensionality Reduction
- Category: Descriptive Statistics
- Category: Geometry
- Category: NumPy
- Category: Calculus
- Category: Data Transformation
- Category: Statistics
- Category: Python Programming