Big data analytics : (Record no. 21472)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02532nam a22002057a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789353164973 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.74 |
| Item number | KAM |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Author name | Kamal, Raj |
| 245 ## - TITLE STATEMENT | |
| Title | Big data analytics : |
| Sub Title | introduction to hadoop, spark, and machine-learning / |
| Statement of responsibility, etc | Raj Kamal and Preeti Saxena |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Chennai : |
| Name of publisher | McGraw Hill Education, |
| Year of publication | c2019 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxvi, 508 pages : |
| Other physical details | illustrations; |
| Dimensions | 25 cm. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Introduction to Big Data Analytics <br/>2. Introduction to Hadoop<br/>3. NoSQL Big Data Management, MongoDB and Cassandra<br/>4. MapReduce, Hive and Pig<br/>5. Spark and Big Data Analytics <br/>6. Machine Learning Algorithms for Big Data Analytics <br/>7. Data Stream Mining and Real-Time Analytics Platform—SparkStreaming<br/>8. Graph Analytics for Big Data and Spark GraphX Platform <br/>9. Text, Web Content, Link, and Social Network Analytics <br/>10. Programming Examples in Analytics and Machine Learning using Hadoop, Spark and Python <br/> |
| 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 | |
| Subject | Electronic data processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | Business intelligence |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | Information technology |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Author 2/ Editor | Saxena, Preeti |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Permanent Location | Current Location | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Bill Date | Full call number | Accession Number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 01/03/2022 | McGraw Hill Education Pvt. Ltd. | 725.00 | 31/12/2021 | 005.74 KAM | 45842 | 01/03/2022 | Books | |||||
| Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 01/03/2022 | McGraw Hill Education Pvt. Ltd. | 725.00 | 31/12/2021 | 005.74 KAM | 45843 | 01/03/2022 | Books | |||||
| Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 01/03/2022 | McGraw Hill Education Pvt. Ltd. | 725.00 | 31/12/2021 | 005.74 KAM | 45844 | 01/03/2022 | Books | |||||
| Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 01/03/2022 | McGraw Hill Education Pvt. Ltd. | 725.00 | 31/12/2021 | 005.74 KAM | 45845 | 01/03/2022 | Books | |||||
| Institute of Public Enterprise, Library | Institute of Public Enterprise, Library | S Campus | 01/03/2022 | McGraw Hill Education Pvt. Ltd. | 725.00 | 31/12/2021 | 005.74 KAM | 45846 | 01/03/2022 | Books |