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Applying Math with Python - Second Edition

You're reading from  Applying Math with Python - Second Edition

Product type Book
Published in Dec 2022
Publisher Packt
ISBN-13 9781804618370
Pages 376 pages
Edition 2nd Edition
Languages
Concepts
Author (1):
Sam Morley Sam Morley
Profile icon Sam Morley

Table of Contents (13) Chapters

Preface Chapter 1: An Introduction to Basic Packages, Functions, and Concepts Chapter 2: Mathematical Plotting with Matplotlib Chapter 3: Calculus and Differential Equations Chapter 4: Working with Randomness and Probability Chapter 5: Working with Trees and Networks Chapter 6: Working with Data and Statistics Chapter 7: Using Regression and Forecasting Chapter 8: Geometric Problems Chapter 9: Finding Optimal Solutions Chapter 10: Improving Your Productivity Index Other Books You May Enjoy

Primer on calculus

Calculus is the study of functions and the way that they change. There are two major processes in calculus: differentiation and integration. Differentiation takes a function and produces a new function—called the derivative—that is the best linear approximation at each point. (You may see this described as the gradient of the function. Integration is often described as anti-differentiation—indeed, differentiating the integral of a function does give back the original function—but is also an abstract description of the area between the graph of the function and the axis, taking into account where the curve is above or below the axis.

Abstractly, the derivative of a function at a point is defined as a limit (which we won’t describe here) of the quantity:

This is because this small number becomes smaller and smaller. This is the difference in divided by the difference in , which is why the derivative...

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