Matrix Algebra

Learn about the different matrix operations.


  • 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

Course Info:

Linear Algebra For Machine Learning


The average completion time for this course is 10-hours.

This course requires a premium subscription. This course  includes one free mission and three paid missions.  It is the 20th course in the Data Scientist in Python path.


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