Algorithms for data science. (2016)

• Record Type: Book
• Further Information: Note: Brian Steele, John Chandler, Swarna Reddy.
• Authors: Steele, Brian; Chandler, John; Reddy, Swarna
• Contents: Introduction -- Data Mapping and Data Dictionaries -- Scalable Algorithms and Associative Statistics -- Hadoop and MapReduce -- Data Visualization -- Linear Regression Methods -- Healthcare Analytics -- Cluster Analysis -- k-Nearest Neighbor Prediction Functions -- The Multinomial Naive Bayes Prediction Function -- Forecasting -- Real-time Analytics.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (xxiii, 430 pages), illustrations (some color)
• Subjects: 001.4/20151; Computer science; Quantitative research -- Mathematics; Computer science; Computer science -- Mathematics; Data mining; Medical informatics; Statistics; Computers -- Mathematical & Statistical Software; Computers -- Data Processing; Medical -- General; Mathematical & statistical software; Mathematical theory of computation; Medical equipment & techniques; Data mining; Mathematical statistics; Medical records_xData processing; Computers -- Database Management -- Data Mining; Data mining; Electronic books
• Languages: English
• ISBNs: 9783319457970; 3319457977; 3319457950; 9783319457956
• Related ISBNs: 9783319457956
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed January 11, 2017).
• 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.