BDA - Unit-I
- Analytic Processes and Tools
- Analysis vs Reporting
- Challenges of Conventional Systems
- Introduction to Big Data Platform (basic info)
BDA - Unit-II
- Streams Concepts, Stream Data Model and Architecture
- Real time Analytics Platform (RTAP) Applications
- Stream Computing and Estimating Moments
- Decaying Window & Filtering Streams
- Stock Market Predictions
BDA- Unit-III
- History of Hadoop
- Hadoop Streaming, Design of HDFS
- Map Reduce Types and Formats
- Anatomy of a Map Reduce Job run
- Job Scheduling, Shuffle and Sort
- Scaling Out, Hadoop Streaming
BDA- Unit-IV
- Frameworks (basic info)
- Data processing operator in Pig
- Fundamentals of HBase and Zoo Keeper
- HiveQL, Querying Data in Hive
BDA- Unit-V
- Visual data analysis techniques
- Simple linear regression, Multiple linear regression (imp)
- Visualizations, System's and application
- Predictive Analytics