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Big Data Analytics, Introduction to Hadoop, Spark, and Machine-Learning Paperback – 16 February 2019
by
Raj Kamal
(Author),
Preeti Saxena
(Author)
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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. Salient Features:• 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• 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. • Follows a hierarchical and teach-by- example approach from elementary to advanced level.
- ISBN-109353164966
- ISBN-13978-9353164966
- EditionFirst Edition
- PublisherMcGraw Hill Education
- Publication date16 February 2019
- LanguageEnglish
- Dimensions24.1 x 18.6 x 2.1 cm
- Print length542 pages
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From the Publisher
McGraw-Hill India
Product description
About the Author
Raj Kamal, Senior Professor, Prestige Institute of Engineering Management and Research, Indore, Madhya Pradesh. Preeti Saxena, Associate Professor, Devi Ahilya Vishwavidyalaya, Indore, Madhya Pradesh.
Product details
- Publisher : McGraw Hill Education; First Edition (16 February 2019); McGraw Hill Education (India) Private Limited, Candor TechSpace, 8th Floor, Tower No 5, Plot No 2, Block B,Sector 62, Noida, Uttar Pradesh - 201309; 18001035875
- Language : English
- Paperback : 542 pages
- ISBN-10 : 9353164966
- ISBN-13 : 978-9353164966
- Item Weight : 690 g
- Dimensions : 24.1 x 18.6 x 2.1 cm
- Country of Origin : India
- Net Quantity : 1 count
- Importer : McGraw Hill Education (India) Private Limited, B-4, Sector-63, Dist. Gautam Budh Nagar, Noida – 201 301, UP; 18001035875
- Packer : McGraw Hill Education (India) Private Limited, Khasra No.: 305 to 311 & 320, NH - 91, Dadri bypass, Vill. Badhpura, Dadri, Dist. Gautam Budh Nagar, UP-203207, India; 18001035875
- Best Sellers Rank: #86,688 in Books (See Top 100 in Books)
- #1,010 in Computer Science Textbooks
- Customer Reviews:
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4.3 out of 5 stars
4.3 out of 5
62 global ratings
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Reviewed in India on 9 July 2020
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One of the best books to get u started in big data . Covers all the concepts beautifully with examples and summary at end of each chapter . After reading this book u will have a complete idea of the ecosystem of big data and all the components and tools.
Reviewed in India on 16 April 2023
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Good for beginners
Reviewed in India on 3 November 2020
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Systematic Explanation. Very Good for BE Students, Training Institute and new Software Engineers in the companies.
Reviewed in India on 31 December 2019
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Good coverage
Reviewed in India on 18 January 2023
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Good but not an in-depth book
Reviewed in India on 20 August 2022
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I love this book..... If any one who belongs to vtu university... Then I suggest those students to buy this book







