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Machine Learning

560 learners

Advanced Calculus for Machine Learning

Advanced calculus concepts are crucial for understanding optimization and gradients in machine learning, particularly in multivariable scenarios. This course builds upon basic calculus to cover multivariable functions, their derivatives, and numerical methods for gradients.

Python

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4 lessons

18 practices

2 hours

Mathematics and Statistics

Course details

Exploring Second Derivative

Preview

Plotting a Function and Its Derivatives

Plot and Analyze the Derivatives

Visualizing Second Derivative for a Quadratic Function

Plotting Sigmoid Function and Its Derivatives

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Next Course: Foundations of Optimization Algorithms

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