- NumPy
- Unsupervised Learning
- Linear Algebra
- Dimensionality Reduction
- Data Preprocessing
- Jupyter
- Feature Engineering
- Advanced Mathematics
- Statistics
- Python Programming
- Calculus
Mathematics for Machine Learning: PCA
Completed by Shamit Gajanan Savant
July 4, 2020
20 hours (approximately)
Shamit Gajanan Savant'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
