Network data analytics : a hands-on approach for application development, K.G. Srinivasa, Siddesh G.M., Srinidhi H, (electronic book)

Resource Information

The instance Network data analytics : a hands-on approach for application development, K.G. Srinivasa, Siddesh G.M., Srinidhi H, (electronic book) represents a material embodiment of a distinct intellectual or artistic creation found in Sydney Jones Library, University of Liverpool.

Image

http://covers.openlibrary.org/b/isbn/9783319778006-M.jpg?default=false

Label

Network data analytics : a hands-on approach for application development, K.G. Srinivasa, Siddesh G.M., Srinidhi H, (electronic book)

Title remainder

a hands-on approach for application development

Medium

electronic book

Statement of responsibility

K.G. Srinivasa, Siddesh G.M., Srinidhi H

Instantiates

• Network data analytics : a hands-on approach for application development

Publication

• Cham, Switzerland, Springer, 2018

Bibliography note

Includes bibliographical references and index

Carrier category

online resource

Carrier category code

• cr

Carrier MARC source

rdacarrier

Content category

text

Content type code

• txt

Content type MARC source

rdacontent

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

Extent

1 online resource (xxv, 398 pages)

Form of item

online

Isbn

9783319778006

Media category

computer

Media MARC source

rdamedia

Media type code

• c

Other control number

10.1007/978-3-319-77800-6

Other physical details

illustrations (some color).

Record ID

b5355108

System control number

• on1033404270
• (OCoLC)1033404270