Algorithms for data science / Brian Steele, John Chandler, Swarna Reddy.
By: Steele, Brian [author.].
Contributor(s): Chandler, John [author.] | Reddy, Swarna [author.].
Material type:![Text](/opac-tmpl/lib/famfamfam/BK.png)
Item 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).