BDA 18CS72 Module-5 Big Data And Analytics VTU Notes 7th Semester pdf

BDA 18CS72 Module-5 Big Data And Analytics VTU Notes 7th Semester pdf, Download Module-5 BDA 18CS72 Big Data And Analytics  7th Semester VTU Notes Pdf

BDA(Big Data And Analytics )
(Effective from the academic year 2018 -2019)
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



Machine Learning Algorithms for Big Data Analytics:

Introduction, Estimating the relationships, Outliers, Variances, Probability Distributions, and Correlations, Regression analysis, Finding Similar Items, Similarity of Sets and Collaborative Filtering, Frequent Itemsets and Association Rule Mining. Text, Web Content, Link, and Social Network Analytics: Introduction, Text mining, Web Mining, Web Content and Web Usage Analytics, Page Rank, Structure of Web and analyzing a Web Graph, Social Network as Graphs and Social Network Analytics:

Text book 1: Chapter 6: 6.1 to 6.5

Text book 1: Chapter 9: 9.1 to 9.5

Course Outcomes:

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.

Leave a Comment