Mathematics for Machine Learning: PCA
Completed by Cesar Arthur Paul Castro Johanson
December 23, 2018
20 hours (approximately)
Cesar Arthur Paul Castro Johanson's account is verified. Coursera certifies their successful completion of Mathematics for Machine Learning: PCA
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: Calculus
- Category: Linear Algebra
- Category: Dimensionality Reduction
- Category: Descriptive Statistics
- Category: Statistical Methods
- Category: Geometry
- Category: Data Transformation
- Category: Advanced Mathematics
- Category: NumPy
- Category: Python Programming
- Category: Statistics
- Category: Applied Mathematics
