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Data Cleaning and Wrangling
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Course Content
Overview
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Resource Folder
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Module 1: The Detection Phase
Unit 1 : The Anatomy of Dirty Data
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Unit 2 : Missing Data : Detect , Understand & Fix
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Unit 3 : Data Types & Format Errors
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Module 2: The Correction Phase
Unit 4 : Outliers & Invalid Values
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Unit 5 : Duplicate Records
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Unit 6 : String Cleaning & Text Standardisation
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Module 3: Pipeline & Reshaping
Unit 7 : The Leakage-Safe Cleaning Rule
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Unit 8 : Reshaping: Merge, Pivot & Melt
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Module 4: The Final Integration
Unit 9 : Capstone Project
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Lessons: