Model selection
Apply model selection principles and techniques within data analytics and business intelligence environments to deliver measurable outcomes aligned with the Predictive Analytics Practitioner professional standard
Feature engineering
Design feature engineering principles and techniques within data analytics and business intelligence environments to deliver measurable outcomes aligned with the Predictive Analytics Practitioner professional standard
Validation testing
Develop validation testing principles and techniques within data analytics and business intelligence environments to deliver measurable outcomes aligned with the Predictive Analytics Practitioner professional standard
Forecast evaluation
Implement forecast evaluation principles and techniques within data analytics and business intelligence environments to deliver measurable outcomes aligned with the Predictive Analytics Practitioner professional standard
Bias detection
Evaluate bias detection principles and techniques within data analytics and business intelligence environments to deliver measurable outcomes aligned with the Predictive Analytics Practitioner professional standard
Scenario planning
Construct scenario planning principles and techniques within data analytics and business intelligence environments to deliver measurable outcomes aligned with the Predictive Analytics Practitioner professional standard
Tool deployment
Analyze tool deployment principles and techniques within data analytics and business intelligence environments to deliver measurable outcomes aligned with the Predictive Analytics Practitioner professional standard
Business translation
Build business translation principles and techniques within data analytics and business intelligence environments to deliver measurable outcomes aligned with the Predictive Analytics Practitioner professional standard
Risk estimation
Create risk estimation principles and techniques within data analytics and business intelligence environments to deliver measurable outcomes aligned with the Predictive Analytics Practitioner professional standard
Monitoring drift
Demonstrate monitoring drift principles and techniques within data analytics and business intelligence environments to deliver measurable outcomes aligned with the Predictive Analytics Practitioner professional standard