• Sources of internal and external customer data

  • Data cleaning and preparation for analysis

  • Techniques for analyzing purchasing and interaction patterns

  • Predictive analytics for anticipating future customer needs

  • Case Study: Applications in retail and financial services

  • Practical Exercise: Building a customer insight dashboard