Network data analytics : a hands-on approach for application development /: a hands-on approach for application development. (2018)
- Record Type:
- Book
- Title:
- Network data analytics : a hands-on approach for application development /: a hands-on approach for application development. (2018)
- Main Title:
- Network data analytics : a hands-on approach for application development
- 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.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.358672
- Ingest File:
- 01_321.xml