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课程大纲 |
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Data Warehousing Concepts
What is Data Ware House?
Difference between OLTP and Data Ware Housing
Data Acquisition
Data Extraction
Data Transformation.
Data Loading
Data Marts
Dependent vs Independent data Mart
Data Base design
ETL Testing Concepts:
Introduction.
Software development life cycle.
Testing methodologies.
ETL Testing Work Flow Process.
ETL Testing Responsibilities in Data stage.
Big data Fundamentals
Big Data and its role in the corporate world
The phases of development of a Big Data strategy within a corporation
Explain the rationale underlying a holistic approach to Big Data
Components needed in a Big Data Platform
Big data storage solution
Limits of Traditional Technologies
Overview of database types
NoSQL Databases
Hadoop
Map Reduce
Apache Spark
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