Mathematics for Machine Learning: PCA
Completed by MASHAEL ABDULMOHSEN YOUSEF ALNAFEA MASHAEL ABDULMOHSEN YOUSEF ALNAFEA
April 30, 2025
20 hours (approximately)
MASHAEL ABDULMOHSEN YOUSEF ALNAFEA MASHAEL ABDULMOHSEN YOUSEF ALNAFEA'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: Python Programming
- Category: Applied Mathematics
- Category: Statistics
- Category: Advanced Mathematics
- Category: NumPy
- Category: Calculus
- Category: Statistical Methods
- Category: Data Transformation
- Category: Unsupervised Learning
- Category: Jupyter
- Category: Descriptive Statistics
