- Statistics
- Data Preprocessing
- NumPy
- Calculus
- Feature Engineering
- Unsupervised Learning
- Dimensionality Reduction
- Python Programming
- Jupyter
- Advanced Mathematics
- Linear Algebra
Mathematics for Machine Learning: PCA
Completed by Luiz Gabriel Bezerra da Conceição
April 10, 2025
20 hours (approximately)
Luiz Gabriel Bezerra da Conceição'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
