Download Module-4 BDA 18CS72 Big Data And Analytics 7th Semester VTU Notes Pdf
|BDA(Big Data And Analytics )
(Effective from the academic year 2018 -2019)
SEMESTER – 7th
|Course Code||18CS72||CIE Marks||40|
|Number of Contact Hours/Week||2:2:0||SEE Marks||60|
|Total Number of Contact Hours||10||Exam Hours||03
MapReduce, Hive and Pig:
Introduction, MapReduce Map Tasks, Reduce Tasks and MapReduce Execution, Composing MapReduce for Calculations and Algorithms, Hive, HiveQL, Pig.
Text book 1: Chapter 4: 4.1-4.6
RBT: L1, L2, L3
The student will be able to:
- Understand fundamentals of Big Data analytics.
- Investigate Hadoop framework and Hadoop Distributed File system.
- Illustrate the concepts of NoSQL using MongoDB and Cassandra for Big Data.
- Demonstrate the MapReduce programming model to process the big data along with Hadoop tools.
- Use Machine Learning algorithms for real world big data.
- Analyze web contents and Social Networks to provide analytics with relevant visualization tools.