The Data Science Design Manual (Texts in Computer Science)
Language: English
Published by Springer 2017-08-29, 2017
- Hardcover
- New
Seller: Chiron Media, Wallingford, United KingdomChiron Media
AbeBooks seller since August 2, 2010
Condition: New
£ 49.65
Quantity: 2 available
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Brand new book, sourced directly from publisher. Dispatch time is 24-48 hours from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely.
Seller Inventory # 6666-GRD-9783319554433
- Title
- The Data Science Design Manual (Texts in Computer Science)
- Author
- Steven S. Skiena
- Publisher
- Springer 2017-08-29
- Publication year
- 2017
- Condition
- New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 3319554433
- ISBN 13
- 9783319554433
- Series
- Book 39 of 83: Texts in Computer Science
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 distinctheft 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 world
- Includes “Homework Problems,” providing a wide range of exercises and projects for self-study
- Provides a complete set of lecture slides and online video lectures at www.data-manual.com
- Provides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapter
- Recommends exciting “Kaggle Challenges” from the online platform Kaggle
- Highlights “False Starts,” revealing the subtle reasons why certain approaches fail
- Offers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com)
"Synopsis" may belong to another edition of this title.
About the Author
Dr. Steven S. Skiena is Distinguished Teaching Professor of Computer Science at Stony Brook University, with research interests in data science, natural language processing, and algorithms. He was awarded the IEEE Computer Science and Engineering Undergraduate Teaching Award “for outstanding contributions to undergraduate education ...and for influential textbooks and software.” Dr. Skiena is the author of six books, including the popular Springer titles The Algorithm Design Manual and Programming Challenges: The Programming Contest Training Manual.
"About the title" may belong to another edition of this title.
Chiron Media
Wallingford, United Kingdom
AbeBooks seller since August 2, 2010
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