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Introduction
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Classroom Contents
Probability - Math for Machine Learning
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- 1 Introduction
- 2 Probability is subtle
- 3 Overview of takeaways
- 4 Probability is like mass
- 5 Surprises show up more often in ML
- 6 Surprises give rise to loss functions
- 7 Surprises are better than densities
- 8 Gaussians unite probability and linear algebra
- 9 Summary of the Math4ML ideas
- 10 Additional resources on Math4ML
