Introduction to Computation and Programming Using Python: With Application to Understanding Data (MIT Press) by John V. Guttag
Introduction to Computation and Programming Using Python: With Application to Understanding Data (MIT Press) by John V. Guttag PDF, ePub eBook D0wnl0ad
This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries, including PyLab. It provides students with skills that will enable them to make productive use of computational techniques, including some of the tools and techniques of data science for using computation to model and interpret data. The book is based on an MIT course (which became the most popular course offered through MIT's OpenCourseWare) and was developed for use not only in a conventional classroom but in in a massive open online course (MOOC). This new edition has been updated for Python 3, reorganized to make it easier to use for courses that cover only a subset of the material, and offers additional material including five new chapters.
Students are introduced to Python and the basics of programming in the context of such computational concepts and techniques as exhaustive enumeration, bisection search, and efficient approximation algorithms. Although it covers such traditional topics as computational complexity and simple algorithms, the book focuses on a wide range of topics not found in most introductory texts, including information visualization, simulations to model randomness, computational techniques to understand data, and statistical techniques that inform (and misinform) as well as two related but relatively advanced topics: optimization problems and dynamic programming. This edition offers expanded material on statistics and machine learning and new chapters on Frequentist and Bayesian statistics.
From reader reviews:
Teresa Howard:
Reading a publication can be one of a lot of exercise that everyone in the world likes. Do you like reading book therefore. There are a lot of reasons why people enjoyed. First reading a publication will give you a lot of new data. When you read a publication you will get new information simply because book is one of many ways to share the information or perhaps their idea. Second, examining a book will make a person more imaginative. When you studying a book especially hype book the author will bring you to definitely imagine the story how the characters do it anything. Third, you could share your knowledge to some others. When you read this Introduction to Computation and Programming Using Python: With Application to Understanding Data (MIT Press), you may tells your family, friends and soon about yours reserve. Your knowledge can inspire different ones, make them reading a guide.
Cleveland Wheeler:
Introduction to Computation and Programming Using Python: With Application to Understanding Data (MIT Press) can be one of your basic books that are good idea. All of us recommend that straight away because this e-book has good vocabulary that could increase your knowledge in vocab, easy to understand, bit entertaining but delivering the information. The copy writer giving his/her effort to get every word into joy arrangement in writing Introduction to Computation and Programming Using Python: With Application to Understanding Data (MIT Press) although doesn't forget the main position, giving the reader the hottest along with based confirm resource info that maybe you can be considered one of it. This great information could drawn you into completely new stage of crucial imagining.
Jason Faria:
In this time globalization it is important to someone to get information. The information will make professionals understand the condition of the world. The condition of the world makes the information easier to share. You can find a lot of references to get information example: internet, newspaper, book, and soon. You can see that now, a lot of publisher that print many kinds of book. The actual book that recommended to you personally is Introduction to Computation and Programming Using Python: With Application to Understanding Data (MIT Press) this book consist a lot of the information in the condition of this world now. This book was represented so why is the world has grown up. The words styles that writer make usage of to explain it is easy to understand. The actual writer made some analysis when he makes this book. This is why this book acceptable all of you.
Read Introduction to Computation and Programming Using Python: With Application to Understanding Data (MIT Press) by John V. Guttag for online ebook
Introduction to Computation and Programming Using Python: With Application to Understanding Data (MIT Press) by John V. Guttag Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read Introduction to Computation and Programming Using Python: With Application to Understanding Data (MIT Press) by John V. Guttag books to read online.
No comments:
Post a Comment