Course Curriculum

6 Chapters · 11 Lessons

  1. 1
    1. Synthetic Data Basics Free preview
    2. (Included in full purchase)

      Knowledge Check

  2. 2
    1. (Included in full purchase)

      Statistical Profiling - Concepts

    2. (Included in full purchase)

      Statistical Profiling - Demonstration

  3. 3
    1. (Included in full purchase)

      Why Privacy Matters

    2. (Included in full purchase)

      Applying Differential Privacy

  4. 4
    1. (Included in full purchase)

      LLM and Python Setup

    2. (Included in full purchase)

      Synthetic Data Generation Using LLM

  5. 5
    1. (Included in full purchase)

      Importance of Validation and Evaluation

    2. (Included in full purchase)

      Comparison and Evaluation

  6. 6
    1. (Included in full purchase)

      Conclusion and Summary