- Calculus
- NumPy
- Data Preprocessing
- Statistics
- Advanced Mathematics
- Feature Engineering
- Linear Algebra
- Python Programming
- Unsupervised Learning
- Dimensionality Reduction
- Jupyter
Mathematics for Machine Learning: PCA
Completed by Bhargav Kumar Jayanthi
February 21, 2025
20 hours (approximately)
Bhargav Kumar Jayanthi'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
