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In this course, you will :
- Explore the use of the Python programming language to explore the application of key mathematical topics related to linear algebra.
Syllabus :
1. Math for Data Science Science and Machine Learning Introduction
- Understand how to work with vectors in Python
- Understand the Basis and Projection of Vectors in Python
- Work with Matrices
- Matrix Multiplication
- Matrix Division
- Linear Transformations
- Gaussian Elimination
- Determinants
- Orthogonal Matrices
- Eigen values
- Eigenvectors
- PseudoInverse
