MISSION 161

Vectors

Learn the visual intuition behind linear algebra using vectors.

Objectives

  • Learn the geometric intution behind vectors.
  • Learn to perform vector operations.
  • Learn the link between linear combinations and solutions to linear systems.

Mission Outline

1. From Matrices To Vectors
2. Geometric Intuition Of Vectors
3. Vector Operations
4. Scaling Vectors
5. Vectors In NumPy
6. Dot Product
7. Linear Combination
8. Linear Combination And Vectors
9. The Matrix Equation
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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