Mathematics for Machine Learning: PCA
Completed by JAYAGODA MUDALIGE NIMETH NEERADA PERERA
June 25, 2024
20 hours (approximately)
JAYAGODA MUDALIGE NIMETH NEERADA PERERA'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: Linear Algebra
- Category: Dimensionality Reduction
- Category: Descriptive Statistics
- Category: Geometry
- Category: NumPy
- Category: Calculus
- Category: Data Transformation
- Category: Python Programming
- Category: Statistics
