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

Statistical Relational Artificial Intelligence: Logic, Probability, and Computation

Statistical Relational Artificial Intelligence: Logic, Probability, and Computation Synthesis Lectures on Artificial Intelligence and Machine Learning March 2016, 189 pages, (doi:10.2200/S00692ED1V01Y201601AIM032) Luc De Raedt, KU Leuven, Belgium Kristian Kersting,Technical University of Dortmund, Germany Sriraam...

Exploratory Causal Analysis with Time Series Data

Exploratory Causal Analysis with Time Series Data Synthesis Lectures on Data Mining and Knowledge Discovery March 2016, 147 pages, (doi:10.2200/S00707ED1V01Y201602DMK012) James M. McCracken George Mason University Abstract Many scientific disciplines rely on observational data...

Veracity of Data: From Truth Discovery Computation Algorithms to Models of Misinformation Dynamics

Veracity of Data: From Truth Discovery Computation Algorithms to Models of Misinformation Dynamics Synthesis Lectures on Data Management December 2015, 155 pages, (doi:10.2200/S00676ED1V01Y201509DTM042) Laure Berti-Équille Qatar Computing Research Institute Javier Borge-Holthoefer Qatar Computing Research Institute Abstract...

Machine Learning in Python: Essential Techniques for Predictive Analysis

 Machine Learning in Python: Essential Techniques for Predictive Analysis Michael Bowles ISBN: 978-1-118-96174-2 360 pages May 2015 Read an Excerpt Description Learn a simpler and more effective way to analyze data and predict outcomes...

Cognitive Computing and Big Data Analytics

  Cognitive Computing and Big Data Analytics Judith Hurwitz, Marcia Kaufman, Adrian Bowles ISBN: 978-1-118-89662-4 288 pages April 2015 Description A comprehensive guide to learning technologies that unlock the value in big dataCognitive Computing provides detailed guidance...