TY - BOOK AU - Kelleher,John D. AU - Mac Namee,Brian AU - D'Arcy,Aoife TI - Fundamentals of machine learning for predictive data analytics: algorithms, worked examples, and case studies SN - 9780262029445 (hardcover : alk. paper) U1 - 006.31 22 PY - 2015///] CY - Cambridge, Massachusetts PB - Massachusetts Institute of Technology Press (MIT) KW - Machine learning KW - BUEsh KW - Data mining KW - Prediction theory KW - COMSCI KW - March2020 KW - Reading book N1 - Includes bibliographical references and index; Machine learning for predictive data analytics -- Data to insights to decisions -- Data exploration -- Information-based learning -- Similarity-based learning -- Probability-based learning -- Error-based learning -- Evaluation -- Case study : customer churn -- Case study : galaxy classification -- The art of machine learning for predictive data analytics ER -