- Advanced Mathematics
- Dimensionality Reduction
- Jupyter
- Data Science
- Probability & Statistics
- Feature Engineering
- NumPy
- Machine Learning
- Calculus
- Linear Algebra
- Python Programming
- Statistics
Mathematics for Machine Learning: PCA
Completed by James Mburu Wanjiku
September 26, 2025
20 hours (approximately)
James Mburu Wanjiku'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
