- Statistics
- Data Preprocessing
- NumPy
- Calculus
- Feature Engineering
- Unsupervised Learning
- Dimensionality Reduction
- Python Programming
- Jupyter
- Advanced Mathematics
- Linear Algebra
Mathematics for Machine Learning: PCA
Completed by Mohammad Ali
March 21, 2023
20 hours (approximately)
Mohammad Ali'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
