{"product_id":"veracity-of-big-data-machine-learning-and-other-approaches-to-verifying-truthfulness-9781484236321","title":"Veracity of Big Data: Machine Learning and Other Approaches to Verifying Truthfulness","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. \u003cbr\u003e\u003ci\u003eVeracity of Big Data\u003c\/i\u003e 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.\u003cbr\u003eDetermining 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.\u003cbr\u003e\u003cb\u003eWhat You'll Learn\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eUnderstand the problem concerning data veracity and its ramifications\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eDevelop the mathematical foundation needed to help minimize the impact of the problem using easy-to-understand language and examples\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUse diverse tools and techniques such as machine learning algorithms, Blockchain, and the Kalman filter to address veracity issues\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eSoftware developers and practitioners, practicing engineers, curious managers, graduate students, and research scholars\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/10\/2018\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484236321\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 180\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.68lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.45d","brand":"Vishnu Pendyala","offers":[{"title":"Default Title","offer_id":52679494598837,"sku":"9781484236321","price":28.04,"currency_code":"USD","in_stock":true}],"url":"https:\/\/pastforward.org\/products\/veracity-of-big-data-machine-learning-and-other-approaches-to-verifying-truthfulness-9781484236321","provider":"Past Forward","version":"1.0","type":"link"}