- Linear Algebra
- Data Preprocessing
- Calculus
- Advanced Mathematics
- NumPy
- Unsupervised Learning
- Statistics
- Feature Engineering
- Python Programming
- Jupyter
- Dimensionality Reduction
Mathematics for Machine Learning: PCA
Completed by Pierre Olivier Simon LEBRET
April 18, 2025
20 hours (approximately)
Pierre Olivier Simon LEBRET'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
