- Feature Engineering
- Advanced Mathematics
- Statistics
- Linear Algebra
- Data Preprocessing
- Dimensionality Reduction
- Jupyter
- Python Programming
- Unsupervised Learning
- Calculus
- NumPy
Mathematics for Machine Learning: PCA
Completed by Ghina Fatima
August 18, 2023
20 hours (approximately)
Ghina Fatima'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
