- NumPy
- Linear Algebra
- Jupyter
- Python Programming
- Feature Engineering
- Data Preprocessing
- Dimensionality Reduction
- Calculus
- Advanced Mathematics
- Unsupervised Learning
- Statistics
Mathematics for Machine Learning: PCA
Completed by Antony Francis
September 1, 2020
20 hours (approximately)
Antony Francis'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
