MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02746nam a22003137a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
CUTN |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20231211120907.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
231211b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9789353164966 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9353164966 |
| 041 ## - LANGUAGE CODE |
|---|
| Language |
English |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Edition number |
23 |
| Classification number |
519.502855133 |
| Item number |
KAM |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kamal, Raj. |
| 240 ## - UNIFORM TITLE |
|---|
| Uniform title |
<a href="Big Data Analytics">Big Data Analytics</a> |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Big Data Analytics / |
| Statement of responsibility, etc |
Raj Kamal. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
India : |
| Name of publisher, distributor, etc |
McGraw Hill Education Pvt Ltd, |
| Date of publication, distribution, etc |
2019. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxvi, 509 p. : |
| Other physical details |
ill. ; |
| Dimensions |
24 cm. |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Title |
1. Introduction to Big Data Analytics <br/><br/><br/>2. Introduction to Hadoop<br/><br/><br/>3. NoSQL Big Data Management, MongoDB and Cassandra<br/><br/><br/>4. MapReduce, Hive and Pig<br/><br/><br/>5. Spark and Big Data Analytics <br/><br/><br/>6. Machine Learning Algorithms for Big Data Analytics <br/><br/><br/>7. Data Stream Mining and Real-Time Analytics Platform—SparkStreaming <br/><br/><br/>8. Graph Analytics for Big Data and Spark GraphX Platform <br/><br/><br/>9. Text, Web Content, Link, and Social Network Analytics <br/><br/><br/>10. Programming Examples in Analytics and Machine Learning using Hadoop, Spark and Python |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Big Data Analytics(BDA) is a rapidly evolving field that finds applications in many areas such as healthcare, medicine, advertising, marketing, and sales. This book dwells on all the aspects of Big Data Analytics and covers the subject in its entirety. It comprises several illustrations, sample codes, case studies and real-life analytics of datasets such as toys, chocolates, cars, and student’s GPAs. The book will serve the interests of undergraduate and post graduate students of computer science and engineering, information technology, and related disciplines. It will also be useful to software developers.<br/>Highlights:<br/>· Comprehensive coverage on Big Data NoSQL Column-family, Object and Graph databases, programming with open-source Big Data Hadoop and Spark ecosystem tools, such as MapReduce, Hive, Pig, Spark, Python, Mahout, Streaming, GraphX<br/>· Inclusion of latest topics machine learning, K-NN, predictive-analytics, similar and frequent item sets, clustering, decision-tree, classifiers recommenders, real-time streaming data analytics, graph networks, text, web structure, web-links, social network analytics.<br/>· Follows a hierarchical and teach-by- example approach from elementary to advanced level.<br/>· Rich pedagogy<br/>· Web supplement includes instructional PPTs, solution of exercises, analysis using open source datasets of a car company, and topics for advanced learning. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Graph Analytics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Hadoop |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
MapReduce |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Machine Learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Spark GraphX Platform |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Hive |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Saxena, Preeti. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Text Books |
