دانلود کتاب Big data. Algorithms, analytics, and applications

فهرست مطالب :

Content: Big Data Capture Big Data Representation Database vs. Big Table (or Key-Value Pair) Storage for Big Data Big Data Sharing and Transferring Big Data Processing Architecture Big Data Analytic Algorithms Cluster Analysis Pattern Recognition Machine Learning Data/Text/Image Mining Statistics Big Data Visualization Big Data Applications Bioinformatics Multimedia Industry Social Computing Engineering Finance Governance and Business
Abstract: \"Data are generated at an exponential rate all over the world. Through advanced algorithms and analytics techniques, organizations can harness this data, discover hidden patterns, and use the findings to make meaningful decisions. Containing contributions from leading experts in their respective fields, this book bridges the gap between the vastness of big data and the appropriate computational methods for scientific and social discovery. It also explores related applications in diverse sectors, covering technologies for media/data communication, elastic media/data storage, cross-network media/data fusion, SaaS, and more\"