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10. Exploring Market Basket Analysis

• 10.1. Introduction
  • 10.1.1. Learning Goals
  • 10.1.2. Learning Objectives
• 10.2. Exploring Our Data Set
  • 10.2.1. Reading List
  • 10.2.2. The Data
  • 10.2.3. aisles.csv
  • 10.2.4. departments.csv
  • 10.2.5. order_products__prior.csv
  • 10.2.6. orders.csv
  • 10.2.7. products.csv
• 10.3. Exploratory Data Analysis Questions
• 10.4. Market Basket Analysis
  • 10.4.1. Constructing an Item-Item Matrix
  • 10.4.2. Testing The Item-Item Matrix
  • 10.4.3. Cleaning Up and Saving
  • 10.4.4. Understanding the Item-Item Matrix
  • 10.4.5. Experimenting with Item-Item Recommendations
• 10.5. Visualizing Data
• 10.6. Glossary
  • 10.6.1. Definitions
  • 10.6.2. Keywords

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