Data Analytics: Concepts, Techniques, and Applications (Record no. 297098)
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000 -LEADER | |
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fixed length control field | 01464nam a22001697a 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9781138500815 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 005.7 AHM-D |
100 ## - MAIN ENTRY--PERSONAL NAME | |
Personal name | Mohiuddin Ahmed |
245 ## - TITLE STATEMENT | |
Title | Data Analytics: Concepts, Techniques, and Applications |
260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
Place of publication, distribution, etc. | Boca Raton |
Name of publisher, distributor, etc. | CRC Press, Taylor & Francis Group, |
Date of publication, distribution, etc. | 2019 |
300 ## - PHYSICAL DESCRIPTION | |
Extent | xxiii, 425 pages ; 24 cm |
505 ## - FORMATTED CONTENTS NOTE | |
Formatted contents note | Part 1: Introduction to Data Analytics. 1. Techniques. 2. Classification. 3. Clustering. 4. Anomaly Detection. 5. Pattern Mining. Part 2: Tools for Data Analytics. 6. R. Hadoop. 7. Spark. 8. Rapid Miner. Part 3: Applications. 9. Health Care. 10. Internet of Things. 11. Cyber Security. Part 4: Futuristic Applications and Challenges. |
520 ## - SUMMARY, ETC. | |
Summary, etc. | Large data sets arriving at every increasing speeds require a new set of efficient data analysis techniques. Data analytics are becoming an essential component for every organization and technologies such as health care, financial trading, Internet of Things, Smart Cities or Cyber Physical Systems. However, these diverse application domains give rise to new research challenges. In this context, the book provides a broad picture on the concepts, techniques, applications, and open research directions in this area. In addition, it serves as a single source of reference for acquiring the knowledge on emerging Big Data Analytics technologies. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Quantitative research. Big data. |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Al-Sakib Khan Pathan |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | Book |
No items available.