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lynda Data Science Foundations: Data Engineering


Introduction
Welcome
What you should know before watching this course
Using the exercise files

1. Ecosystem Overview
Data science system overview
Star schema design overview
Where does data engineering fit?
Components of a good data pipeline
Environment setup

2. Staging Data
Loading and profiling data
Data quality testing

3. Cleansing Data
Adding data types
Handling missing values
Verifying addresses

4. Conforming Data
Performing master data lookups
Handling inferred members

5. Delivering Analytical Data Sets
Loading the star schema
Loading dimension tables
Loading fact tables
Creating views

Conclusion
Next steps

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