Data Science (IT 702(A))-Information Technology (VII-Semester) | RGPV

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• Syllabus

• Syllabus - Data Science (IT 702(A))

• Unit I: Data Science and Big Data Overview

• Introduction to Data Science and Big Data
• Characteristics and Challenges of Big Data
• Data Analytics Lifecycle

• Unit II: Advanced Analytical Theory and Methods

• Clustering and Association Rules
• Regression and Classification
• Text Analysis

• Unit III: Advanced Analytics-Technology and Tools

• Analytics for Unstructured Data
• Hadoop 2.0

• Unit IV: The Hadoop Ecosystem

• Introduction to Hive and Hbase
• Data Integration and Real-Time Data Streams
• Overview of Pig and Mahout

• Unit V: Introduction to R, Basic Data Analytics Methods Using R

• Introduction to R and Basic Data Analytics Methods
• Communicating and Operationalizing an Analytics Project
• Data Visualization Basics