- Statistics
- Advanced Mathematics
- Jupyter
- Python Programming
- Linear Algebra
- Feature Engineering
- Dimensionality Reduction
- Data Preprocessing
- Unsupervised Learning
- Calculus
- NumPy
Mathematics for Machine Learning: PCA
Completed by Sarmad A. Jameel Altaie
February 13, 2023
20 hours (approximately)
Sarmad A. Jameel Altaie'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
