MISSION 162

Matrix Algebra

Learn about the different matrix operations.

Objectives

  • Learn how to perform matrix operations in NumPy.
  • Learn about the matrix inverse and transpose.
  • Learn how to solve the matrix inverse in higher dimensions.

Mission Outline

1. Basic Matrix Operations
2. Matrix Vector Multiplication
3. Matrix Multiplication
4. Matrix Transpose
5. Identity Matrix
6. Matrix Inverse
7. Solving The Matrix Equation
8. Determinant For Higher Dimensions
9. Matrix Inverse For Higher Dimensions
10. Next Steps
11. Takeaways

linear-algebra-for-machine-learning

Course Info:

Beginner

The median completion time for this course is 5.4 hours. View Details

This course requires a premium subscription. This course includes four missions. It is the 20th course in the Data Scientist in Python path.

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