Course · Intermediate
Linear Algebra For Machine Learning
In this course, you'll learn the linear algebra concepts behind machine learning systems like neural networks and backpropagation to train deep learning neural networks.
- Intermediate friendly
- 2 hrs
- 4 lessons
- Premium
Course overview
Build hands-on linear algebra skills for machine learning by working with vectors, matrices, and systems used in real ML models.
What's inside
4 lessons
- 01 30 minLinear Systems
Learn how to use matrices to solve systems of linear functions.
- 02 34 minVectors
Learn the visual intuition behind linear algebra using vectors.
- 03 46 minMatrix Algebra
Learn about the different matrix operations
- 04 22 minSolution Sets
Learn about the different types of solution sets for a linear system.
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