Course curriculum

  • 1

    Introduction

    • Welcome to the course

    • Course objectives

    • Why predictive analytics is important for Antimicrobial Resistance Stewardship
  • 2

    Chapter 1: Understanding Predictive Analytics

  • 3

    Chapter 2: Applying Predictive Analytics to Antimicrobial Resistance

    • Collecting data for predictive analytics

    • Data preprocessing and cleaning

    • Selecting the right predictive analytics model

    • Interpreting and communicating results
  • 4

    Chapter 3: Implementing Predictive Analytics for Antimicrobial Resistance Stewardship

    • Identifying target populations for intervention

    • Developing an antimicrobial stewardship program using predictive analytics

    • Evaluating the effectiveness of the program

    • Challenges and limitations of predictive analytics in antimicrobial resistance stewardship
  • 5

    Conclusion

    • Summary of key takeaways

    • Next steps for using predictive analytics in antimicrobial resistance stewardship

    • Thank you for taking this course!