01 · Who Should Attend
Who Should Attend
Professionals, specialists, supervisors and managers whose responsibilities involve predictive analytics or who need to build practical capability in this area.
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Predictive Analytics
An applied five-day programme focused specifically on Predictive Analytics.
Programme at a glance
ReferenceDATA-009
Duration5 days
LevelProfessional
Learning topics20
This five-day Kaizen European Academy programme is dedicated specifically to Predictive Analytics. It develops practical capability in Predictive Analytics through structured explanation, applied tools, realistic scenarios and guided workshops. Participants move from core concepts to hands-on application, performance control and an implementation plan that can be transferred directly to their workplace.
Explain the essential concepts, terminology and professional context of Predictive Analytics.
Apply the principal methods and tools used in Predictive Analytics.
Analyse realistic situations and make evidence-based decisions related to Predictive Analytics.
Evaluate performance, risk and control requirements in Predictive Analytics.
Develop a practical implementation or improvement plan for Predictive Analytics.
02 · Programme Methodology
Programme Methodology
Instructor-led explanation, facilitated discussion, subject-specific case studies, practical templates, individual and group exercises, simulations or technical scenarios where appropriate, peer review and a final implementation workshop.
03 · Learning Outcomes
Learning Outcomes
Explain the essential concepts, terminology and professional context of Predictive Analytics. Apply the principal methods and tools used in Predictive Analytics. Analyse realistic situations and make evidence-based decisions related to Predictive Analytics. Evaluate performance, risk and control requirements in Predictive Analytics. Develop a practical implementation or improvement plan for Predictive Analytics.
04 · Prerequisites
Prerequisites
No formal prerequisite is required. Relevant professional experience is helpful; technical courses may assume basic familiarity with the operating environment.
Day
01
Module 1
Predictive Analytics: Foundations and Operating Context
Scope, terminology and professional context of Predictive Analytics
Current practices and emerging trends in Predictive Analytics
Roles, responsibilities and stakeholder expectations in Predictive Analytics
Diagnostic assessment of current Predictive Analytics practices
Day
02
Module 2
Core Methods and Tools for Predictive Analytics
Predictive problem framing
Target variables
Data preparation
Feature selection
Day
03
Module 3
Applied Practice in Predictive Analytics
Train/test splits
Regression models
Classification models
Model metrics
Day
04
Module 4
Performance, Risk and Control in Predictive Analytics
Thresholds and trade-offs
Cross-validation
Overfitting
Explainability
Day
05
Module 5
Predictive Analytics: Integrated Workshop and Implementation
Operational deployment
Scoring workflows
Monitoring model performance
Business adoption
Live learning calendar
Request a private session →Upcoming dates for this programme
Choose one of the next planned European dates, or create a private delivery around your own schedule.
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European training destinations
This programme can be scheduled across our European training destinations. Venue and trainer are confirmed separately for each session.
39cities
20countries
Final venue, dates and trainer are confirmed when the session is scheduled.
KAIZEN EUROPEAN ACADEMY