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The Data Science Design Manual (Texts in Computer Science)

By Skiena, Steven S.

The Data Science Design Manual (Texts in Computer Science)

Only 1 item left in stock
Description
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)
Product details
Edition:
1
Number of Pages:
462
Release Date:
2017-08-29
Publication Date:
2017-08-29
Publisher:
Springer
Languages:
Published: English, Original: English
ISBN10:
3319554433
ISBN13:
9783319554433
GPSR Manufacturer Reference:
[email protected]
Weight:
210 g
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Very good
Almost no signs of wear. Book pages have no markings, accessories are intact and all other media are in good condition.
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