- Statistics
- Calculus
- Python Programming
- Unsupervised Learning
- Linear Algebra
- Jupyter
- Dimensionality Reduction
- NumPy
- Feature Engineering
- Advanced Mathematics
- Data Preprocessing
Mathematics for Machine Learning: PCA
Completed by Cephas Tan Li-Jie
December 30, 2020
20 hours (approximately)
Cephas Tan Li-Jie '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
