Introduction to Computation and Programming Using Python: With Application to Understanding Data (The MIT Press) [John V. Guttag] on *FREE*. Editorial Reviews. Review. This is the ‘computational thinking’ book we have all been waiting for! With humor and historical anecdotes, John Guttag conveys the. An introduction to computer science as a tool to solve real-world analytical problems using Python A Notion of computation; The Python programming language; Some simple algorithms; Testing and debugging John Guttag. Dugald C.
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If you are not already a programmer and want to learn python, read “Python the hard way” and the educational materials from the Google dev center.
Books by John Guttag. The book does not require knowledge of mathematics beyond high school algebra, but does assume that readers are comfortable with rigorous thinking and not intimidated by mathematical concepts. It is an extensive introduction which dives into stochastic models and inferential statistics. Guttag is the Dugald C. There are no discussion topics on this book yet. Open Preview See a Problem?
Introduction to Computation and Programming Using Python
Luckily Khan Academy has some courses. These items are shipped from and sold by different sellers. Refresh and try again. Share your thoughts with other customers. Lynne Daniels rated it it was amazing Jan 05, I would not have liked to have taken the course without this book.
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Introduction to Computation and Programming Using Python by John Guttag
Also, there are free editions of this book available elsewhere, but they don’t cover Python 3, and this book does. Top Reviews Most recent Top Reviews. Read more Read less. anx
Nevertheless, its readers will obtain a very solid foundation. The only thing about this book was it was a little bit heavy on the academic side and mathematical side.
I chose this book guhtag teaching a small intro CS class in Python 3after reviewing a progrxmming of other books. An excellent companion to the MITx: 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.
Had I done my research more fully, I would have read this paragraph, which clearly outlines the purpose and content of the book: See and discover other items: Though Progrramming preferred Zelle’s introduction to the subject, this was an interesting and very useful text I used for the edX series.
This book is a supplement for 6. Obviously, you will learn more with this book if you can take the pace. Great book, some great examples on running trials.
Introduction to Computation and Programming Using Python can serve as a stepping-stone to more advanced computer science courses, or as a basic grounding in computational problem solving for students in other disciplines.
As in many MIT presentations, there’s not a lot of hand-holding — things move fast and you may have to supplement with other material to fill in leaps in the exposition. However, if one’s objective is to learn Python, it will be necessary to supplement this book with some specific Python tutorials, although the first few chapters will definitely help to establish context and understand the fundamental building blocks of the language.
Go read the table of contents. 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 mod 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.
You see a barn that has six targets painted on it, and a bullet hole at the very center of each target. The course is excellent and the book has a sufficiently entertaining style that makes the foothills of learning to program less tedious than they might otherwise be. This edition offers expanded material on statistics and machine learning and new chapters on Frequentist and Bayesian statistics. Review This is the ‘computational thinking’ book we have all been waiting for!
Withoutabox Submit to Film Festivals. Sintaxis, semantics, algorithms and computational complexity are some of the topics you can expect to see in this book, and even though, at some point I had to spent quite a bit of time rereading to grasp some of the concepts, if you have the patience and time, is well worth it! Kristin rated it really liked it Sep 16, Like on the chapters about probability, where my knowledge was laughably bad.
Saaya rated it really liked it Aug 15,