Antonios Chalkiopoulos – författare
Visar alla böcker från författaren Antonios Chalkiopoulos. Handla med fri frakt och snabb leverans.
2 produkter
2 produkter
456 kr
Skickas inom 3-6 vardagar
Harness the power of social media to predict customer behavior and improve sales Social media is the biggest source of Big Data. Because of this, 90% of Fortune 500 companies are investing in Big Data initiatives that will help them predict consumer behavior to produce better sales results. Social Media Data Mining and Analytics shows analysts how to use sophisticated techniques to mine social media data, obtaining the information they need to generate amazing results for their businesses.Social Media Data Mining and Analytics isn't just another book on the business case for social media. Rather, this book provides hands-on examples for applying state-of-the-art tools and technologies to mine social media - examples include Twitter, Wikipedia, Stack Exchange, LiveJournal, movie reviews, and other rich data sources. In it, you will learn: The four key characteristics of online services-users, social networks, actions, and contentThe full data discovery lifecycle-data extraction, storage, analysis, and visualizationHow to work with code and extract data to create solutionsHow to use Big Data to make accurate customer predictionsHow to personalize the social media experience using machine learningUsing the techniques the authors detail will provide organizations the competitive advantage they need to harness the rich data available from social media platforms.
Programming MapReduce with Scalding
A practical guide to designing, testing, and implementing complex MapReduce applications in Scala
Häftad, Engelska, 2014
396 kr
Skickas inom 5-8 vardagar
Key FeaturesBook DescriptionThis book is an easy-to-understand, practical guide to designing, testing, and implementing complex MapReduce applications in Scala using the Scalding framework. It is packed with examples featuring log-processing, ad-targeting, and machine learning.This book is for developers who are willing to discover how to effectively develop MapReduce applications. Prior knowledge of Hadoop or Scala is not required; however, investing some time on those topics would certainly be beneficial.What you will learnSet up an environment to execute jobs in local and Hadoop modePreview the complete Scalding API through examples and illustrationsLearn about Scalding capabilities, testing, and pipelining jobsUnderstand the concepts of MapReduce patterns and the applications of its ecosystemImplement logfile analysis and adtargeting applications using best practicesApply a testdriven development (TDD) methodology and structure Scalding applications in a modular and testable wayInteract with external NoSQL and SQL data stores from ScaldingDeploy, schedule, monitor, and maintain production systemsWho this book is for