Introduction
Welcome
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What you should know before watching this course
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Using the exercise files
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1. Ecosystem Overview
Data science system overview
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Star schema design overview
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Where does data engineering fit?
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Components of a good data pipeline
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Environment setup
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2. Staging Data
Loading and profiling data
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Data quality testing
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3. Cleansing Data
Adding data types
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Handling missing values
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Verifying addresses
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4. Conforming Data
Performing master data lookups
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Handling inferred members
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5. Delivering Analytical Data Sets
Loading the star schema
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Loading dimension tables
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Loading fact tables
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Creating views
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Ex_Files_Data_Eng_EssT.zip
(1.6 MB)