Big Data Fundamentals
This class lecture covers the following topics:
- Big Data
- Why Big Data Now?
- Big Data Applications
- ACID Requirements
- Terminology
- Relational Databases and SQL
- Non-Relational Databases
- NewSQL Databases
- Columnar Databases
- Types of Databases
- Google File System
- BigTable
- MapReduce
- MapReduce Example
- MapReduce Optimization
- Story of Hadoop
- Hadoop
- Apache Hadoop Tools
- Apache Other Big Data Tools
- Other Big Data Tools
- Analytics
- References
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