{"id":5286,"date":"2024-04-19T07:51:39","date_gmt":"2024-04-19T07:51:39","guid":{"rendered":"https:\/\/goglobalshopping.online\/index.php\/2024\/04\/19\/introduction-to-computation-and-programming-using-python-2nd-edn\/"},"modified":"2024-04-19T07:51:39","modified_gmt":"2024-04-19T07:51:39","slug":"introduction-to-computation-and-programming-using-python-2nd-edn","status":"publish","type":"post","link":"https:\/\/goglobalshopping.online\/index.php\/2024\/04\/19\/introduction-to-computation-and-programming-using-python-2nd-edn\/","title":{"rendered":"INTRODUCTION TO COMPUTATION AND PROGRAMMING USING PYTHON, 2ND EDN"},"content":{"rendered":"


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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. 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.<\/p>\n

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.<\/p>\n

\u201cThis is the \u2018computational thinking\u2019 book we have all been waiting for! With humor and historical anecdotes, John Guttag conveys the breadth and joy of computer science without compromising technical detail. The second edition includes brand new material that focuses on computational approaches to understanding data, complementing traditional computational problem solving.\u201d<\/p>\n

\u2014Jeannette M. Wing, Corporate Vice President, Microsoft Research and
Consulting Professor of Computer Science and former Department Head,
Carnegie Mellon University <\/p>\n

\u201cJohn Guttag is an extraordinary teacher and an extraordinary writer. This is not \u2018a Python book,\u2019 although you will learn Python. Nor is it a \u2018programming book,\u2019 although you will learn to program. It is a rigorous but eminently readable introduction to computational problem solving and now also to data science\u2014this second edition has been expanded and reorganized to reflect Python\u2019s role as the language of data science.\u201d<\/p>\n

\u2014Ed Lazowska, Bill and Melinda Gates Chair in Computer Science and Engineering,
and Director of the eScience Institute, University of Washington<\/p>\n

ASIN \u200f : \u200e 8120352920
Publisher \u200f : \u200e PHI (1 January 2016)
Language \u200f : \u200e English
Paperback \u200f : \u200e 464 pages
ISBN-10 \u200f : \u200e 9788120352926
ISBN-13 \u200f : \u200e 978-8120352926
Item Weight \u200f : \u200e 699 g
Dimensions \u200f : \u200e 20 x 14 x 4 cm
Country of Origin \u200f : \u200e India <\/p>\n

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Price: [price_with_discount](as of [price_update_date] – Details) [ad_1] This book introduces students with little or no…<\/p>\n","protected":false},"author":1,"featured_media":5287,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/m.media-amazon.com\/images\/I\/51ikeWWoPFL.jpg","fifu_image_alt":"","_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[16],"tags":[58],"class_list":["post-5286","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-computers-and-laptops","tag-computer-courses"],"jetpack_featured_media_url":"https:\/\/i3.wp.com\/m.media-amazon.com\/images\/I\/51ikeWWoPFL.jpg?w=378&resize=378,500&ssl=1","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/goglobalshopping.online\/index.php\/wp-json\/wp\/v2\/posts\/5286","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/goglobalshopping.online\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/goglobalshopping.online\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/goglobalshopping.online\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/goglobalshopping.online\/index.php\/wp-json\/wp\/v2\/comments?post=5286"}],"version-history":[{"count":0,"href":"https:\/\/goglobalshopping.online\/index.php\/wp-json\/wp\/v2\/posts\/5286\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/goglobalshopping.online\/index.php\/wp-json\/wp\/v2\/media\/5287"}],"wp:attachment":[{"href":"https:\/\/goglobalshopping.online\/index.php\/wp-json\/wp\/v2\/media?parent=5286"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/goglobalshopping.online\/index.php\/wp-json\/wp\/v2\/categories?post=5286"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/goglobalshopping.online\/index.php\/wp-json\/wp\/v2\/tags?post=5286"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}