Mathematics for Machine Learning: PCA
Completed by ESLAM KHALED KORANY MOHAMED HASSAN
January 30, 2020
20 hours (approximately)
ESLAM KHALED KORANY MOHAMED HASSAN'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
- Category: Linear Algebra
- Category: Dimensionality Reduction
- Category: Python Programming
- Category: Applied Mathematics
- Category: Advanced Mathematics
- Category: NumPy
- Category: Calculus
- Category: Data Transformation
- Category: Unsupervised Learning
- Category: Jupyter
- Category: Statistical Methods
- Category: Statistics
