Mathematics for Machine Learning: PCA
Completed by MOHAMED MOUSTAFA MOHAMED ABDELW BADRAN
July 28, 2021
20 hours (approximately)
MOHAMED MOUSTAFA MOHAMED ABDELW BADRAN'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: Python Programming
- Category: Descriptive Statistics
- Category: Geometry
- Category: Linear Algebra
- Category: Dimensionality Reduction
- Category: Advanced Mathematics
- Category: NumPy
- Category: Statistical Methods
- Category: Applied Mathematics
- Category: Unsupervised Learning
- Category: Jupyter
- Category: Calculus
