Big Data Analytics (21CS71)

Explore Hadoop, NoSQL, Machine Learning, and Big Data Management Techniques

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Course Information

Course Code

21CS71

Credits

03

Total Hours

40 hours

Examination

Theory (3 hours)

Course Objectives

  • Understand fundamentals and applications of Big Data analytics.
  • Explore the Hadoop framework and Hadoop Distributed File system and essential Hadoop Tools.
  • Illustrate the concepts of NoSQL using MongoDB and Cassandra for Big Data.
  • Employ MapReduce programming model to process the big data.
  • Understand various machine learning algorithms for Big Data Analytics, Web Mining and Social Network Analysis.

Course Modules

Model Question Paper Solutions

Model Question Paper-1 with effect from 2021

10 hours
Module 1: Software and Software Engineering

Topics: The nature of Software, The software Process, Process Models

10 hours
Module 2: Understanding Requirements

Topics: The nature of Software, The software Process, Process Models

10 hours
Module 3: AGILE DEVELOPMENT

Topics: The nature of Software, The software Process, Process Models

10 hours
Module 4: Introduction to Project Management

Topics: The nature of Software, The software Process, Process Models

10 hours
Module 5: Software Quality

Topics: The nature of Software, The software Process, Process Models

10 hours