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Subject Syllabus

AD-801 - Big Data

AIDS · Semester 8

Course Modules

Learn topic-wise with Hyper AI and revise using mapped PYQs.

Big data Evolution of Big data, challenges with Big Data Technologies available for Big Data Infrastructure for Big data Use of Data Analytics Desired properties of Big Data system.

Physical Architecture Hadoop limitations RDBMS Versus Hadoop Hadoop Distributed File system Processing Data with Hadoop Managing Resources and Application with Hadoop YARN, MapReduce programming.

Introduction to Pig Anatomy of Pig Pig on Hadoop Use Case for Pig ETL Processing Data types in Pig, running Pig Execution model of Pig Operators, functions Data types of Pig.

patterns Variations of NoSQL architectural patterns using NoSQL to Manage Big Data Introduction to MongoDB.

Social Networks as a Graph Types of social Networks Clustering of social Graphs Direct Discovery of communities in a social graph Introduction to recommender system.