- Probability & Statistics
- Linear Algebra
- Applied Mathematics
- NumPy
- Statistics
- Dimensionality Reduction
- Data Preprocessing
- Calculus
- Unsupervised Learning
- Python Programming
- Jupyter
Mathematics for Machine Learning: PCA
Completed by Harshit Pandey
February 6, 2023
20 hours (approximately)
Harshit Pandey'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
