- Linear Algebra
- Advanced Mathematics
- Calculus
- Data Preprocessing
- Unsupervised Learning
- Jupyter
- Feature Engineering
- Statistics
- Python Programming
- Dimensionality Reduction
- NumPy
Mathematics for Machine Learning: PCA
Completed by Pedro López-Velarde Peña
April 25, 2020
20 hours (approximately)
Pedro López-Velarde Peña'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
