Modeling and Simulation in Python

Download free course Modeling and Simulation in Python, pdf file on 247 pages by Allen Downey.

Modeling and Simulation in Python is an introduction to physical modeling using a computational approach. It is organized in three parts:
- The first part presents discrete models, including a bikeshare system and world population growth.
- The second part introduces first-order systems, including models of infectious disease, thermal systems, and pharmacokinetics.
- The third part is about second-order systems, including mechanical systems like projectiles, celestial mechanics, and rotating rigid bodies.

Taking a computational approach makes it possible to work with more realistic models than what you typically see in a first-year physics class, with the option to include features like friction and drag.

Python is an ideal programming language for this material. It is a good first language for people who have not programmed before, and it provides high-level data structures that are well-suited to express solutions to the problems we are interested in.

Table of contents

Preface
Chapter 1
Chapter 2
Chapter 3
Chapter 4
Chapter 5
Chapter 6
Chapter 7
Chapter 8
Chapter 9
Chapter 10
Chapter 11
Chapter 12
Chapter 13
Chapter 14
Chapter 15
Chapter 16
Chapter 17
Chapter 18
Chapter 19
Chapter 20
Chapter 21
Chapter 22
Chapter 23
Chapter 24
Chapter 25
Chapter 26
Index

Pages :	247
Size :	2.3 MB
File type :	PDF
Downloads:	146
Created:	2022-02-03
License:	CC BY
Author(s):	Allen Downey

Others python Tutorials

Think Python, Free PDF tutorial

Mastering Python

Algorithmic Problem Solving with Python

Think Python - How to Think Like a Computer Scientist

How to Think Like a Computer Scientist: Learning with Python 3 Documentation

Others related eBooks about Modeling and Simulation in Python

Modern Java EE Design Patterns

Download free course Modern Java EE Design Patterns, pdf file on 67 pages by Markus Eisele....

Python for Everybody

Download free course Python for Everybody, pdf file on 247 pages by Dr. Charles Severance....

Haskell: Functional Programming with Types

In this book, we aim to introduce you both to the Haskell language, from the very basics to its most advanced features, and to computer programming in general. Seasoned programmers, we urge you to be especially patient with this process. In all likelihood, the languages you are most familiar with ...

Python Notes for Professionals

Download free course Python Notes for Professionals, pdf file on 855 pages by Stack Overflow Community....

Android Application Development for the Intel Platform

The number of Android devices running on Intel processors has increased since Intel and Google announced, in late 2011, that they would be working together to optimize future versions of Android for Intel Atom processors. Today, Intel processors can be found in Android smartphones and tablets made b...

Basic OOP in C++

Download C++ programming language courses about object-oriented programming (OOP), free training document in PDF by Eunsuk Kang and JeanYang....

How to Think Like a Computer Scientist: Learning with Python 3 Documentation

This book is an introduction to computer science using the Python programming language. It covers the basics of computer programming, including variables and values, functions, conditionals and control flow, program development and debugging. Later chapters cover basic algorithms and data structur...

Python Datetime free PDF

Download free course Python Datetime free PDF, pdf file on 3 pages by tutorialkart.com....

Fundamentals of C++ Programming

This book does not attempt to cover all the facets of the C++ programming language. Experi..., download free C++ Programming tutorial in PDF (766 pages) created by ....

Graph Algorithms

Learn how graph algorithms can help you leverage relationships within your data to develop..., download free Algorithms tutorial in PDF (256 pages) created by Mark Needham ....