Machine learning models and algorithms for big data classification : thinking with examples for effective learning /: thinking with examples for effective learning. (2016)

• Record Type: Book
• Further Information: Note: Shan Suthaharan.
• Authors: Suthaharan, Shan
• Other Names: École nationale supérieure des beaux-arts (France)
• Contents: Science of Information -- Part I Understanding Big Data -- Big Data Essentials -- Big Data Analytics -- Part II Understanding Big Data Systems -- Distributed File System -- MapReduce Programming Platform -- Part III Understanding Machine Learning -- Modeling and Algorithms -- Supervised Learning Models -- Supervised Learning Algorithms -- Support Vector Machine -- Decision Tree Learning -- Part IV Understanding Scaling-Up Machine Learning -- Random Forest Learning -- Deep Learning Models -- Chandelier Decision Tree -- Dimensionality Reduction.
• Publisher Details: New York, New York Heidelberg, [Germany] : Springer Science+Business Media
• Publication Date: 2016
• Copyright Date: 2016
• Extent: 1 online resource
• Subjects: 650; Business; Artificial intelligence; Management; Database management; Big data; Electronic data processing; Machine theory; Management science; Business and Management; Management; Database Management; Artificial Intelligence (incl. Robotics); Computers -- Database Management -- General; Computers -- Intelligence (AI) & Semantics; Databases; Artificial intelligence; Business & Economics -- Management; Management & management techniques; Electronic books
• Languages: English
• ISBNs: 1489976418; 9781489976413
• Notes: Note: Includes bibliographical references and index.; Note: Description based on online resource; title from PDF title page (ebrary, viewed January 07, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.