Data Quality & Risk Assessment

Data Quality & Risk Assessment

This course helps you master the essential principles of data integrity and risk management crucial for modern AI systems. You will learn to identify the core dimensions of high-quality data, understanding the cost of poor data and common issues in the UK. Develop practical skills in data cleansing and validation techniques to ensure accuracy, completeness, consistency, and validity. The programme also covers assessing risks associated with AI and automation, including historical bias and the impact of 'garbage in, garbage out'. You will implement responsible AI and UK GDPR principles, learning to mitigate risks and maintain data quality for effective and compliant automation.