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books
| book details |
Veracity of Big Data: Machine Learning and Other Approaches to Verifying Truthfulness
By (author) Vishnu Pendyala
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| on special |
normal price: R 845.95
Price: R 761.95
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| book description |
Examine the problem of maintaining the quality of big data and discover novel solutions. You will learn the four V’s of big data, including veracity, and study the problem from various angles. The solutions discussed are drawn from diverse areas of engineering and math, including machine learning, statistics, formal methods, and the Blockchain technology. Veracity of Big Data serves as an introduction to machine learning algorithms and diverse techniques such as the Kalman filter, SPRT, CUSUM, fuzzy logic, and Blockchain, showing how they can be used to solve problems in the veracity domain. Using examples, the math behind the techniques is explained in easy-to-understand language. Determining the truth of big data in real-world applications involves using various tools to analyze the available information. This book delves into some of the techniques that can be used. Microblogging websites such as Twitterhave played a major role in public life, including during presidential elections. The book uses examples of microblogs posted on a particular topic to demonstrate how veracity can be examined and established. Some of the techniques are described in the context of detecting veiled attacks on microblogging websites to influence public opinion. What You'll Learn Understand the problem concerning data veracity and its ramifications Develop the mathematical foundation needed to help minimize the impact of the problem using easy-to-understand language and examples Use diverse tools and techniques such as machine learning algorithms, Blockchain, and the Kalman filter to address veracity issues Who This Book Is For Software developers and practitioners, practicing engineers, curious managers, graduate students, and research scholars
| product details |
Normally shipped |
Publisher | APress
Published date | 10 Jun 2018
Language |
Format | Paperback / softback
Pages | 180
Dimensions | 235 x 155 x 0mm (L x W x H)
Weight | 0g
ISBN | 978-1-4842-3632-1
Readership Age |
BISAC | computers / database management / general
| other options |
Normally shipped |
Readership Age |
Normal Price | R 1 062.95
Price | R 955.95
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