Mathematics for Machine Learning: PCA
Completed by Gustavo Lopes Cordeiro de Campos
January 26, 2023
20 hours (approximately)
Gustavo Lopes Cordeiro de Campos'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: NumPy
- Category: Descriptive Statistics
- Category: Dimensionality Reduction
- Category: Data Transformation
- Category: Linear Algebra
- Category: Applied Mathematics
- Category: Geometry
- Category: Statistics
- Category: Python Programming
- Category: Statistical Methods
- Category: Calculus
- Category: Jupyter
