- Calculus
- Jupyter
- NumPy
- Advanced Mathematics
- Linear Algebra
- Python Programming
- Unsupervised Learning
- Data Preprocessing
- Dimensionality Reduction
- Statistics
- Feature Engineering
Mathematics for Machine Learning: PCA
Completed by Wenhan Jiang
April 11, 2020
20 hours (approximately)
Wenhan Jiang'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
