- Dimensionality Reduction
- Unsupervised Learning
- Calculus
- Advanced Mathematics
- Linear Algebra
- Python Programming
- NumPy
- Data Preprocessing
- Feature Engineering
- Statistics
- Jupyter
Mathematics for Machine Learning: PCA
Completed by Vladyslav Seredniy
June 23, 2023
20 hours (approximately)
Vladyslav Seredniy'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
