Data preparation handbook (code and resources)

Data sources per chapter

• Chapter 1 Introduction to data preparation
• Chapter 2 Unveiling the secrets of data
  • Titanic Original dataset
• Chapter 3 Data quality challenges
  • Titanic Original dataset
• Chapter 4 Techniques for data transformation
  • Video games Original dataset
• Chapter 5 Reveiling informations
  • Top restaurants in LA (2023) Original dataset
  • BBC News Original dataset
  • Folder Images
  • Titanic Original dataset
• Chapter 6 Data preparation for machine learning and AI
  • Bike rental Original dataset
• Chapter 7 Data preparation for dashboards and reports
  • Superstore Original dataset
• Chapter 8 Generative AI for data preparation
• Chapter 9 Visual data preparation with Alteryx
• Chapter 10 Data preparation at scale
• Chapter 11 Trends and future challenges

Note: Some datasets have been modified from their original versions.