- Dimensionality Reduction
- Statistics
- Calculus
- Advanced Mathematics
- Data Preprocessing
- Linear Algebra
- Jupyter
- Python Programming
- Unsupervised Learning
- NumPy
- Feature Engineering
Mathematics for Machine Learning: PCA
Completed by Di Lin
July 7, 2020
20 hours (approximately)
Di Lin'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
