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Machine Learning with Python Machine Learning with Python @codeprogrammer · 68.5K subscribers
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ML engineers, this is for you: an interactive math tutorial for machine learning

Recently, they posted several more blogs on the basics of mathematical analysis for machine learning, with interactive simulations.

Among the topics:

- backprop and gradient descent
- local minima and saddle points
- vector fields
- Taylor series
- Jacobian and Hessian
- partial derivatives

The material is specifically focused on the ML context, with an emphasis on clarity and practical understanding. ✌️

Let's practice here

👉 @codeprogrammer
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