Quality assurance of predictive modelling
- Open to
- Government analysts
- Training category
- Data science
- Type of training
- Online
- Length
- 6 hours
- Organiser
- Data Science Campus Faculty
- Provider
- Data Science Campus Faculty
- Location
- Online
Models are being used more frequently to make predictions and decisions across industries. This means it is more important than ever that good practice is followed in model design and usage.
In this course we will explore important issues that arise in the field of statistical modelling and machine learning for prediction. The course is a series of modules exploring quality issues related to predictive modelling.
Learning outcomes
On this course you will learn about:
- the rules for predictive modelling
- the ethical uses of predictive models
- statistical bias reduction
- model interpretability
- model maintenance
How to book
Please use your Learning Hub account to access this course online.
If you do not have a Learning Hub account, please contact Data.Science.Campus.Faculty@ons.gov.uk.
Contact
If you would like more information about this course, please email Data.Science.Campus.Faculty@ons.gov.uk.