Completed
- Teaser
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Classroom Contents
Math4ML Exercises - Calculus
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- 1 - Teaser
- 2 - Intro
- 3 - Little-o notation
- 4 - Checking is_little_o in Python
- 5 - Doing math in Python with SymPy
- 6 - What does little-o mean?
- 7 - Exercise: is_little_o_x
- 8 - The gradient is a linear approximation
- 9 - Different meanings of "the" gradient
- 10 - Gradient of a constant function
- 11 - Exercise: Making a linear_approximation
- 12 - Gradients and optimization
- 13 - Exercise: Gradient descent
- 14 - Outro
