Mathematics for Machine Learning: PCA
Completed by شوقی السيد عبد الواحد السيد
November 7, 2022
20 hours (approximately)
شوقی السيد عبد الواحد السيد '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: Descriptive Statistics
- Category: Geometry
- Category: Linear Algebra
- Category: Dimensionality Reduction
- Category: Python Programming
- Category: Advanced Mathematics
- Category: Calculus
- Category: Data Transformation
- Category: Unsupervised Learning
- Category: Jupyter
- Category: Statistical Methods
- Category: Applied Mathematics
