Course Duration
16 hours, 2-day training workshop
Delivery
Face to face training or online training
Course Inclusive
Training materials & certificate of completion
Description
This course discussed the concepts of end-to-end process of an analytics project – more than just the technical aspects of building a model. This covers the details and considerations of each analytics project phase, including a checklist of do’s and don’ts.
LEARN HOW TO
- Uncover business problem and translate into an analytical objective
- Design data and analytical approach to address
- Do common data diagnostics and assessment
- Build models and operationalize
- Measure model results
WHO SHOULD ATTEND
Analytics Managers, analysts, data scientists
PREREQUISITES
This course assumes familiarity on data management and on analytics and predictive modelling.
Course Outline
- Introduction
- Strategy and Business Problem
- Data Diagnostics and Assessment
- Model Development
- Model Validation
- Model Scoring
- Campaign Execution
- Campaign Tracking & reporting
- Model Implementation though Systems
- Model Monitoring o Model Fine-tuning