1.1 Welcome to this unit
1.2 Introducing AI and data governance
1.3 What this unit will cover
1.4 What you’ll learn
1.5 A note on completing this unit
1.6 Section 1 quiz
2.1 Welcome to section 2
2.2 Understanding AI governance principles
2.3 Examples: Organisational AI principles
2.4 The state of AI governance
2.5 Making AI responsible and explainable
2.6 Understanding AI governance risks
2.7 Managing organisational AI systems
2.8 Understanding industry frameworks
2.9 Aligning governance with AI strategies
2.10 Using AI policies and guidelines
2.11 AI governance tools
2.12 Section 2 Quiz
3.1 Welcome to section 3
3.2 Understanding ML, DL and data
3.3 Using the data science hierarchy of needs
3.4 Understanding data architecture
3.5 Understanding the data lifecycle
3.6 Considerations for AI data management
3.7 Understanding data governance
3.8 Organisational AI data strategies
3.9 Tools for AI data management
3.10 Section 3 Quiz
4.1 Welcome to section 4
4.2 Reviewing organisational strategies
4.3 Understanding the risks of employee AI use
4.4 Analysing employee AI use
4.5 Employee AI use analysis template
4.6 Analysing AI data management practices
4.7 AI data management review template
4.8 Investigating AI best practices
4.9 Investigating AI data management capabilities
4.10 Researching AI data management trends
4.11 Exploring AI decision-making best practices
4.12 Preparing a research report
4.13 AI data and governance research report template
4.14 Section 4 Quiz
5.1 Welcome to section 5
5.2 Setting ethical standards
5.3 Improving AI policies and guidelines
5.4 Considering industry frameworks and compliance
5.5 Supporting AI transparency and explainability
5.6 Considering data governance and security
5.7 Planning risk management and monitoring approaches
5.8 Creating a draft AI governance strategy
5.9 AI governance strategy template
5.10 Setting data goals, objectives and success measures
5.11 Establishing a data governance framework
5.12 Setting an AI technology framework
5.13 Determining data and AI literacy strategies
5.14 Preparing a data management framework
5.15 Establishing data roles and responsibilities
5.16 Creating a draft AI data strategy
5.17 AI data strategy template
5.18 Finalising your AI governance and data strategies
5.19 Section 5 Quiz
6.1 Welcome to section 6
6.2 Introduction to implementing AI governance and data strategies
6.3 Planning to implement AI governance and data management
6.4 AI governance implementation plan template
6.5 Planning training on AI governance and data management
6.6 Employee training plan template
6.7 Communicating AI governance and data management
6.8 Monitoring the initial implementation
6.9 Reviewing AI governance
6.10 AI governance implementation report
6.11 Section 6 Quiz
