Big Data Analytics (CD603 (A))-CSE-Data Science/Data Science (VI) | RGPV
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Syllabus
- Syllabus - Big Data Analytics (CD603 (A))
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Unit1
- Introduction to Big Data
- Challenges and Technologies in Big Data
- Data Analytics and Big Data System
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Unit2
- Introduction to Hadoop and its Components
- Hadoop Limitations and Comparison with RDBMS
- Hadoop Distributed Filesystem and Data Processing
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Unit3
- Introduction to Hive and its Architecture
- Introduction to Pig and its Anatomy
- Data types and Execution model of Pig
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Unit4
- Introduction to NoSQL and its Business Drivers
- NoSQL Data Architectural Patterns
- Managing Big Data with NoSQL and Introduction to MangoDB
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Unit5
- Mining Social Network Graphs
- Clustering of Social Graphs and Community Discovery
- Introduction to Recommender System