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The Data Science Design Manual (Texts in Computer Science)
Item #: 25543016

The Data Science Design Manual (Texts in Computer Science)

Item #: 25543016

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MYR 573

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Discover and purchase The Data Science Design Manual Texts in Computer Science 1st ed. 2017 Edition from Malaysia Ubuy. Explore our wide range of books on data science and computer science. Buy now and level up your knowledge!
  • This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data.The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy-to-read text ideally serves the needs of undergraduate and early graduate students embarking on an “Introduction to Data Science” course. It reveals how this discipline sits at the intersection of statistics, computer science, and machine learning, with a distinct heft and character of its own. Practitioners in these and related fields will find this book perfect for self-study as well.Additional learning tools:Contains “War Stories,” offering perspectives on how data science applies in the real worldIncludes “Homework Problems,” providing a wide range of exercises and projects for self-studyProvides a complete set of lecture slides and online video lectures at www.data-manual.comProvides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapterRecommends exciting “Kaggle Challenges” from the online platform KaggleHighlights “False Starts,” revealing the subtle reasons why certain approaches failOffers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com)
Publisher Springer
Publication date August 29, 2017
Edition 2017th
Language English
Print length 462 pages
ISBN-10 9783319554433
ISBN-13 978-3319554433
Item Weight 7.4 ounces (209.79 grams)
Dimensions 7.2 x 1.1 x 9.4 inches (18.3 x 2.8 x 23.9 cm)
Part of series Texts in Computer Science

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