- Feature Engineering
- Unsupervised Learning
- Statistics
- Jupyter
- NumPy
- Dimensionality Reduction
- Advanced Mathematics
- Data Preprocessing
- Linear Algebra
- Calculus
- Python Programming
Mathematics for Machine Learning: PCA
Completed by Varun Kaushal
June 4, 2025
20 hours (approximately)
Varun Kaushal'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
