MTH-01 · Beginner
Mathematics for machine learning
The linear algebra, calculus and probability behind machine learning, taught with code and pictures rather than proofs.
- Self-study hours
- 33
- Class hours
- 21 (11 at beginner depth)
- Lessons
- 10
- Free certifications
- 0
- Library resources
- 8
✓ All 10 lessons expert reviewed
What you will be able to do
- Read the maths in machine learning documentation and papers without fear
- Explain how gradient descent trains a model
- Use vectors, matrices and probability to reason about data and models
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