Decoding Employee Turnover: Predictive Analytics for Retention

Unlocking Insights to Understand and Minimize Employee Attrition Trends

Slide 1: Employee Iteration Prediction

    Slide 2: Group 8 Contributors

      Slide 3: Project Introduction: Attrition Insights

        Slide 4: IBM HR Data: Pros & Cons

          Slide 5: Attrition Predictors

            Slide 6: Data Prep Powerhouse

            Clean, Encode, Scale!

              Slide 7: Unveiling Attrition Drivers

                Slide 8: Attrition Prediction with Regression

                  Slide 9: Model Results: Accuracy & Performance

                    Slide 10: Unlocking Retention: Key Attrition Drivers

                      Slide 11: Elevate & Retain Talent

                        Slide 12: Invest in Your People

                        Growth Breeds Loyalty

                          Slide 13: Strengthen Leadership Bonds

                            Slide 14: Overtime Overload: Reclaim Your Time!

                            Balance = Productivity

                              Slide 15: Data-Driven Retention: Key Takeaways