Introduction to Computation and Programming Using Python, second edition: With Application to Understanding Data - Softcover
Synopsis
The new edition of an introductory text that teaches students the art of computational problem solving, covering topics ranging from simple algorithms to information visualization.
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.
"synopsis" may belong to another edition of this title.
About the Author
John V. Guttag is the Dugald C. Jackson Professor of Computer Science and Electrical Engineering at MIT.
"About this title" may belong to another edition of this title.
Other Popular Editions of the Same Title
Search results for Introduction to Computation and Programming Using Python,...
Stock Image
Introduction to Computation and Programming Using Python, Second Edition : With Application to Understanding Data
Seller: Better World Books, Mishawaka, IN, U.S.A.
Seller rating 5 out of 5 stars
Condition: Very Good. Former library book; may include library markings. Used book that is in excellent condition. May show signs of wear or have minor defects. Seller Inventory # 18669545-75
Stock Image
Introduction to Computation and Programming Using Python, Second Edition : With Application to Understanding Data
Seller: Better World Books, Mishawaka, IN, U.S.A.
Seller rating 5 out of 5 stars
Condition: Very Good. Used book that is in excellent condition. May show signs of wear or have minor defects. Seller Inventory # 14918905-6
Stock Image
Introduction to Computation and Programming Using Python, Second Edition : With Application to Understanding Data
Seller: Better World Books, Mishawaka, IN, U.S.A.
Seller rating 5 out of 5 stars
Condition: Good. Used book that is in clean, average condition without any missing pages. Seller Inventory # 14053704-6
Seller Image
Introduction to Computation and Programming Using Python, second edition: With Application to Understanding Data
Seller: ZBK Books, Carlstadt, NJ, U.S.A.
Seller rating 5 out of 5 stars
Condition: good. Fast & Free Shipping â" Good condition with a solid cover and clean pages. Shows normal signs of use such as light wear or a few marks highlighting, but overall a well-maintained copy ready to enjoy. Supplemental items like CDs or access codes may not be included. Seller Inventory # ZWV.0262529629.G
Stock Image
Introduction to Computation and Programming Using Python: With Application to Understanding Data (The MIT Press)
Seller: HPB-Diamond, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Very Good. Connecting readers with great books since 1972! Used books may not include companion materials, and may have some shelf wear or limited writing. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_454597237
Seller Image
Introduction to Computation and Programming Using Python, second edition: With Application to Understanding Data
Seller: Bay State Book Company, North Smithfield, RI, U.S.A.
Seller rating 5 out of 5 stars
Condition: very_good. Seller Inventory # BSM.X71H
Stock Image
Introduction to Computation and Programming Using Python, second edition: With Application to Understanding Data
Seller: World of Books (was SecondSale), Montgomery, IL, U.S.A.
Seller rating 5 out of 5 stars
Condition: Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Seller Inventory # 00095595014
Stock Image
Introduction to Computation and Programming Using Python (With Application to Understanding Data)
Seller: HPB Inc., Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Very Good. Connecting readers with great books since 1972! Used books may not include companion materials, and may have some shelf wear or limited writing. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_455481925
Stock Image
Introduction to Computation and Programming Using Python, second edition: With Application to Understanding Data
Seller: Evergreen Goodwill, Seattle, WA, U.S.A.
Seller rating 5 out of 5 stars
paperback. Condition: Good. Seller Inventory # mon0000332316
Seller Image
Introduction to Computation and Programming Using Python, second edition: With Application to Understanding Data
Seller: clickgoodwillbooks, Indianapolis, IN, U.S.A.
Seller rating 5 out of 5 stars
Condition: acceptable. Used - Acceptable: All pages and the cover are intact, but shrink wrap, dust covers, or boxed set case may be missing. Pages may include limited notes, highlighting, or minor water damage but the text is readable. Item may be missing bundled media. Seller Inventory # 3O6WBH0018N6_ns