Mathematics for Machine Learning: PCA
Completed by João Victor De Bortoli Prado
March 2, 2026
20 hours (approximately)
João Victor De Bortoli Prado'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: Python Programming
- Category: Linear Algebra
- Category: Dimensionality Reduction
- Category: Advanced Mathematics
- Category: NumPy
- Category: Calculus
- Category: Unsupervised Learning
- Category: Jupyter
- Category: Applied Mathematics
- Category: Data Transformation
- Category: Statistics
- Category: Descriptive Statistics
