Mathematics for Machine Learning: PCA
Completed by S. W. Y. Bandaralge Kasun Beddewela
November 3, 2019
20 hours (approximately)
S. W. Y. Bandaralge Kasun Beddewela'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: Dimensionality Reduction
- Category: Statistics
- Category: Advanced Mathematics
- Category: NumPy
- Category: Calculus
- Category: Python Programming
- Category: Linear Algebra
- Category: Descriptive Statistics
- Category: Statistical Methods
- Category: Applied Mathematics
- Category: Unsupervised Learning
- Category: Jupyter
