Algorithms for data science / Brian Steele, John Chandler, Swarna Reddy.
By: Steele, Brian [author.].
Contributor(s): Chandler, John [author.] | Reddy, Swarna [author.].
Material type: TextPublisher: Cham, Switzerland : Springer, 2016Description: xxiii, 430 pages: E 79.99 illustrations (some color).Content type: text Media type: computer Carrier type: online resourceISBN: 9783319457970; 3319457977; 3319457950; 9783319457956 (hbk.).Subject(s): 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 miningGenre/Form: Electronic books.DDC classification: 001.4/20151Item type | Current location | Call number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|
Book | Chennai Mathematical Institute General Stacks | 001.420 STE (Browse shelf) | Available | 10678 |
Includes bibliographical references and index.
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.
Online resource; title from PDF title page (SpringerLink, viewed January 11, 2017).