Calculus for Machine Learning

Calculus is the hidden building block of machine learning. Unless you have a basic knowledge of calculus, you cannot understand how machine learning algorithms are developed.

Everything You Need To Know about Calculus for Machine Learning

How to find the gradient of the function to optimize
How to use chain rule in backpropagation algorithm
How to find the solution to linear regression using least square estimator

Check Out What Customers Are Saying:

The book not only lays out the theory but presents practical applications along with source code to allow even non-math or comp sci majors to rapidly transfer its learning to their own needs.

This is a really good, well-paced book with an excellent introduction to calculus for use with data science.

This is to the point with enough background information and actual python codes to drive the concepts home.

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Everything You Need To Know about Calculus for Machine Learning

How to find the gradient of the function to optimize
How to use chain rule in backpropagation algorithm
How to find the solution to linear regression using least square estimator

Check Out What Customers Are Saying:

The book not only lays out the theory but presents practical applications along with source code to allow even non-math or comp sci majors to rapidly transfer its learning to their own needs.

This is a really good, well-paced book with an excellent introduction to calculus for use with data science.

This is to the point with enough background information and actual python codes to drive the concepts home.

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