Big Data Analytics detail syllabus for Computer Science & Engineering (Cse), 2017 scheme is taken from VTU official website and presented for VTU students. The course code (17CS82), and for exam duration, Teaching Hr/week, Practical Hr/week, Total Marks, internal marks, theory marks, duration and credits do visit complete sem subjects post given below.
For all other cse 8th sem syllabus for be 2017 scheme vtu you can visit CSE 8th Sem syllabus for BE 2017 Scheme VTU Subjects. The detail syllabus for big data analytics is as follows.
Module 1
Hadoop Distributed File System Basics, Running Example Programs and Benchmarks, Hadoop MapReduce Framework, MapReduce Programming
Module 2
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Module 3
Business Intelligence Concepts and Application, Data Warehousing, Data Mining, Data Visualization
Module 4
Decision Trees, Regression, Artificial Neural Networks, Cluster Analysis, Association Rule Mining
Module 5
For complete syllabus and results, class timetable and more pls download iStudy. Its a light weight, easy to use, no images, no pdfs platform to make students life easier.
Course Outcomes:
The students should be able to:
- Explain the concepts of HDFS and MapReduce framework.
- Investigate Hadoop related tools for Big Data Analytics and perform basic Hadoop Administration.
- Recognize the role of Business Intelligence, Data warehousing and Visualization in decision making.
- Infer the importance of core data mining techniques for data analytics.
- Compare and contrast different Text Mining Techniques.
Question paper pattern:
- The question paper will have ten questions.
- There will be 2 questions from each module.
- Each question will have questions covering all the topics under a module.
- The students will have to answer 5 full questions, selecting one full question from each module.
Text Books:
- Douglas Eadline, “Hadoop 2 Quick-Start Guide: Learn the Essentials of Big Data Computing in the Apache Hadoop 2 Ecosystem”, 1stEdition, Pearson Education, 2016. ISBN-13: 978-9332570351
- Anil Maheshwari, Data Analytics, 1st Edition, McGraw Hill Education, 2017. ISBN-13: 978-9352604180
Reference Books:
- Tom White, Hadoop: The Definitive Guide, 4th Edition, O’Reilly Media, 2015.ISBN-13: 978-9352130672
- Boris Lublinsky, Kevin T.Smith, Alexey Yakubovich, “Professional Hadoop Solutions”, 1stEdition, Wrox Press, 2014ISBN-13: 978-8126551071
- Eric Sammer, “Hadoop Operations: A Guide for Developers and Administrators”, 1stEdition, O’Reilly Media, 2012.ISBN-13: 978-9350239261
For detail syllabus of all other subjects of BE Cse, 2017 scheme do visit Cse 8th Sem syllabus for 2017 scheme.
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