Cart
Free Shipping in Australia
Proud to be B-Corp

Modeling And Simulation In Python Allen Downey

Modeling And Simulation In Python By Allen Downey

Modeling And Simulation In Python by Allen Downey


$75.29
Condition - New
Only 4 left

Modeling And Simulation In Python Summary

Modeling And Simulation In Python by Allen Downey

Modeling and Simulation in Python is a thorough but easy-to-follow introduction to physical modelling - that is, the art of describing and simulating real-world systems. Readers are guided through modelling things like world population growth, infectious disease, bungee jumping, baseball flight trajectories, celestial mechanics, and more while simultaneously developing a strong understanding of fundamental programming concepts like loops, vectors, and functions. Clear and concise, with a focus on learning by doing, the author spares the reader abstract, theoretical complexities and gets right to hands-on examples that show how to produce useful models and simulations.

Modeling And Simulation In Python Reviews

An excellent choice for students and professionals alike . . . Straightaway, the book takes us into modeling, using basic Python concepts. With each chapter more complex modeling use cases and language features are being introduced. . . . I like the way A. Downey combined teaching modeling with building Python development skills. It is, in my view, a very effective (and more enjoyable) way of learning.
-Peter Schmidt, host of the Code for Thought podcast and Senior Software Engineer at University of College London

Modeling and Simulation in Python is an introduction to physical modeling using a computational approach . . . making it possible to work with more realistic models than what you typically see in a first-year physics class.
-Python Kitchen

Downey's top-down approach, context-rich and motivating, dramatically lowers the barrier to gaining literacy in programming and explicitly and insightfully teaches modeling. . . . I'm grateful for this book.
-Phat Vu, Director of the Science & Mathematics Program, Soka University of America

An impressive introduction to physical modeling and Python programming, featuring clear, concise explanations and examples. . . . perfect for readers of any level.
-Christian Mayer, founder of the Coding Academy Finxter.com and author of Python One-Liners

Downey uses a combination of Python, calculus, bespoke helper functions, and easily accessible online materials to model a diverse and interesting set of simulation projects. In the process, he presents a practical and reusable framework for modeling dynamical systems with Python.
-Lee Vaughan, former Senior Principal Scientist for Geological Modeling at ExxonMobil and author of Python Tools for Scientists, Real-World Python, and Impractical Python Projects

Provides a wealth of instructive examples of all kinds of modeling. . . . a valuable textbook for classes on scientific computation or guide to exploration for interested amateurs.
-Bradford Tuckfield, author of Dive into Algorithms and Dive Into Data Science

About Allen Downey

Allen Downey is a Staff Scientist at DrivenData and Professor Emeritus at Olin College, where he taught Modeling and Simulation and other classes related to software and data science. He is the author of several textbooks, including Think Python, Think Bayes, and Elements of Data Science. Previously, he taught at Wellesley College and Colby College. He received his Ph.D. in computer science from the University of California, Berkeley in 1997. His undergraduate and master's degrees are from the Civil Engineering department at MIT. He is the author of Probably Overthinking It, a blog about data science and Bayesian statistics.

Table of Contents

Introduction
Part I: Discrete Systems
Chapter 1:
Modeling
Chapter 2 Bike Share System
Chapter 3: Iteration
Chapter 4: Sweeping Parameters
Chapter 5: World Population
Chapter 6: Proportional Growth
Chapter 7: Limits to Growth
Chapter 8: Projecting Population Growth
Chapter 9: Analysis of Population Growth
Chapter 10: Case Studies Part 1
Part II: First Order Systems
Chapter 11:
Epidemiology
Chapter 12: Modeling Vaccination
Chapter 13: Sweeping Parameters
Chapter 14: Nondimensionalization
Chapter 15: Cooling Coffee
Chapter 16: Adding Milk
Chapter 17: Pharmacokinetics
Chapter 18: Glucose and Insulin
Chapter 19: Case Studies Part 2
Part III: Second Order Systems
Chapter 20:
Pennies
Chapter 21: Drag
Chapter 22: Baseball
Chapter 23: Optimization
Chapter 24: Rotation
Chapter 25: Torque
Chapter 26: Case Studies Part 3
Appendix A Under the Hood

Additional information

NGR9781718502161
9781718502161
1718502168
Modeling And Simulation In Python by Allen Downey
New
Paperback
No Starch Press,US
2023-05-30
264
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a new book - be the first to read this copy. With untouched pages and a perfect binding, your brand new copy is ready to be opened for the first time

Customer Reviews - Modeling And Simulation In Python