Network data analytics : a hands-on approach for application development /: a hands-on approach for application development. (2018)

• Record Type: Book
• Further Information: Note: K.G. Srinivasa, Siddesh G.M., Srinidhi H.
• Authors: Srinivasa, K. G; G. M., Siddesh; H., Srinidhi
• Contents: Part I: Data Analytics and Hadoop -- Chapter 1. Introduction to Data Analytics -- Chapter 2. Introduction to Hadoop -- Chapter 3. Data Analytics with Map Reduce -- Part II: Tools for Data Analytics -- Chapter 4. Apache Pig -- Chapter 5. Apache Hive -- Chapter 6. Apache Spark -- Chapter 7. Apache Flume -- Chapter 8. Apache Storm -- Chapter 9. Python R -- Part III: Machine Learning for Data Analytics -- Chapter 10. Basics of Machine Learning -- Chapter 11. Linear Regression -- Chapter 12. Logistic Regression -- Chapter 13. Machine Learning on Spark -- Part IV: Exploring and Visualizing Data -- Chapter 14. Introduction to Visualization -- Chapter 15. Principles of Data Visualization -- Chapter 16. Visualization Charts -- Chapter 17. Popular Visualization Tools -- Chapter 18. Data Visualization with Hadoop -- Part V: Case Studies -- Chapter 19. Product Recommendation -- Chapter 20. Market Basket Analysis.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xxv, 398 pages), illustrations (some color)
• Subjects: 004.6; Computer science; Electronic data processing -- Distributed processing; Machine learning; Big data; Internet of things; COMPUTERS -- Computer Literacy; COMPUTERS -- Computer Science; COMPUTERS -- Data Processing; COMPUTERS -- Hardware -- General; COMPUTERS -- Information Technology; COMPUTERS -- Machine Theory; COMPUTERS -- Reference; Computer Science; Data Mining and Knowledge Discovery; Big Data; Visualization; Artificial Intelligence (incl. Robotics); Big data; Electronic data processing -- Distributed processing; Internet of things; Machine learning; Computers -- Database Management -- General; Mathematics -- Graphic Methods; Computers -- Intelligence (AI) & Semantics; Databases; Combinatorics & graph theory; Artificial intelligence; Data mining; Visualization; Artificial intelligence; Computers -- Database Management -- Data Mining; Data mining; Electronic books
• Languages: English
• ISBNs: 9783319778006; 3319778005
• Related ISBNs: 9783319777993; 3319777998
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed May 1, 2018).
• 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.