- Statistics
- Python Programming
- Linear Algebra
- Unsupervised Learning
- Calculus
- Data Preprocessing
- NumPy
- Advanced Mathematics
- Jupyter
- Feature Engineering
- Dimensionality Reduction
Mathematics for Machine Learning: PCA
Completed by Ankush Ramaswamy
March 31, 2020
20 hours (approximately)
Ankush Ramaswamy'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
