### Math for Data Science & Machine Learning

**Overview/Description**
**Expected Duration**
**Lesson Objectives**
**Course Number**
**Expertise Level**

**Overview/Description**
Explore the application of key mathematical topics related to linear algebra with the Python programming language.

**Expected Duration (hours)**
1.0

**Lesson Objectives****Math for Data Science & Machine Learning**

understand how to work with vectors in Python
understand basis and projection of vectors in Python
understand how to work with matrices in Python
understand how to multiply matrices in Python
understand how to divide matrices in Python
understand how to work with linear transformations in Python
understand how to apply gaussian elimination in Python
understand how to work with determinants in Python
understand how to work with orthogonal matrices in Python
recognize how to obtain eigenvalues from eigen decomposition in Python
recognize how to obtain eigenvectors from eigen decomposition in Python
recognize how to obtain pseudo inverse in Python
work with math for data science and machine learning
**Course Number:**it_mlmds1dj_01_enus

**Expertise Level**
Intermediate