The Statistics and Calculus with Python Workshop
The Statistics and Calculus with Python Workshop is ideal for those who need a refresher in the mathematics that make the practical applications of modern artificial intelligence possible. Starting with foundational mathematical concepts like functions and matrices, the book covers the entire spectrum of calculus and statistics, teaching you the techniques you need to solve mathematical challenges with Python and AI.
Offered by
Difficulty Level
Intermediate
Completion Time
24h40m
Language
English
About Book
Who Is This Book For?
If you are a Python programmer who wants to develop intelligent solutions that solve challenging business problems, then this book is for you. To better grasp the concepts explained in this book, you must have a thorough understanding of advanced mathematical concepts, such as Markov chains, Euler's formula, and Runge-Kutta methods as the book only explains how these techniques and concepts can be implemented in Python.
The Statistics and Calculus with Python Workshop
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 24h40m total length
Fundamentals of Python
Python's Main Tools for Statistics
Python's Statistical Toolbox
Functions and Algebra with Python
More Mathematics with Python
Matrices and Markov Chains with Python
Doing Basic Statistics with Python
Foundational Probability Concepts and Their Applications
Intermediate Statistics with Python
Foundational Calculus with Python
More Calculus with Python
Intermediate Calculus with Python
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