Category: Books- Big Data, Data Analytics, Data Mining, Data Management, Artificial Intelligence, Machine Learning, Deep Learning

Data-Intensive Text Processing with MapReduce

Data-Intensive Text Processing with MapReduce Jimmy Lin University of Maryland Chris Dyer University of Maryland Synthesis Lectures on Human Language Technologies 2010, 177 pages, (doi:10.2200/S00274ED1V01Y201006HLT007) Morgan & Claypool Publishers. Abstract Our world is being...

Foundations of Data Quality Management

Foundations of Data Quality Management Wenfei Fan University of Edinburgh Floris Geerts University of Antwerp Synthesis Lectures on Data Management July 2012, 217 pages, (doi:10.2200/S00439ED1V01Y201207DTM030) Morgan & Claypool Publishers Abstract Data quality is one...

Data Management in the Cloud: Challenges and Opportunities

Data Management in the Cloud: Challenges and Opportunities Divyakant Agrawal,University of California, Santa Barbara Sudipto Das, Microsoft Research Amr El Abbadi, University of California, Santa Barbara Synthesis Lectures on Data Management, December 2012, 138...

Mining Heterogeneous Information Networks: Principles and Methodologies.

Mining Heterogeneous Information Networks: Principles and Methodologies. Yizhou Sun, University of Illinois at Urbana-Champaign, and Jiawei Han, University of Illinois at Urbana-Champaign. Synthesis Lectures on Data Mining and Knowledge Discovery, 2012, 159 pages, Morgan...

Computational Business Analytics

Computational Business Analytics Authors: Subrata Das Publisher: CRC Press/Taylor & Francis Group, © 2014, 290 pages Downloads: Download Chapter 5, Inferential Statistics and Predictive Analytics (.PDF): Computational Business Analytics_Chap_5 This is an excerpt from...

Getting Started with Business Analytics: Insightful Decision-Making

Getting Started with Business Analytics: Insightful Decision-Making Authors: David Roi Hardoon, Galit Shmueli Publisher: CRC Press/Taylor & Francis Group, © 2013, 190 pages Downloads: Download Chapter 3, Data Mining in a Nutshell (.PDF):Getting Started...