This module is part of CPA Australia’s flexible micro-credential suite. This module explores the regulatory and compliance requirements for ethical AI development as well as discussing best practice approaches to AI development in business.
Description
About Bias and Fairness in AI
The use of Artificial Intelligence (AI) in the workplace offers exciting new opportunities for businesses but must be implemented responsibly and ethically. This interactive module covers the types of biases that can occur in AI systems and best-practice approaches for ethical data collection, usage and bias mitigation in AI.
Through this module, you will learn about the types of bias to be aware of in AI systems and various methods to detect and mitigate them. You’ll dive into best-practice approaches to ethical data collection and usage while learning about consent, data ownership and the data laws and regulations to be aware of.
Featuring videos, examples and real-world application provided by industry experts and financial leaders to embed the learning and bring the content to life, you will gain the requisite tools and techniques that are increasingly important in modern finance roles.
Key topics
- Understanding and addressing Bias in AI
- Methods to Detect and Mitigate Bias
- Ethical Data Collection and Usage
- Respecting Data Ownership in AI
This module consists of one online course with a PDF learning manual.
This module can be studied as part of the AI Ethics for Modern Professionals micro-credential course, designed to provide in-depth, flexible learning.
The AI Ethics for Modern Professionals course is made up of the following modules:
- Module 1: Introduction to AI and Ethics (1.5 CPD hours)
- Module 2: Ethical Frameworks and Guidelines in AI (1 CPD hour)
- Module 3: Bias and Fairness in AI (1 CPD hour)
- Module 4: Ethical AI in Accounting (1.5 CPD hours)
If you have enrolled in the full micro-credential course, you will have access to the assessment. If you have enrolled in an individual module and would like to complete the assessment and gain a digital badge, you can purchase the assessment separately.
The assessment will be subject to security measures such as identification verification and webcam monitoring. Please ensure you read the Assessment and security policy and system requirements prior to making your purchase.
About CPA Australia Micro-Credentials
CPA Australia’s Micro-Credentials are based on technical and non-technical competencies and align to our Accounting and Finance Capability Framework. Our partner, Credly, will provide you with a digital badge on successful completion of the assessment. Your digital badge allows you to demonstrate your capability and achievement, and can be placed on your LinkedIn profile, digital CV or email signature.
Flexible learning options:
- Micro-credential (5 CPD hours): Purchase the full micro-credential (which includes all four modules), complete the assessment and earn a digital badge.
- Individual modules: Choose to purchase modules individually, allowing you to focus on the specific areas and capabilities that interest you./li>
Learning objectives
- Discuss types of biases that can occur in AI systems and methods to detect and mitigate them.
- Describe best practices for ethical data collection and usage in AI.
Audience
This module is suited to finance and accounting professionals looking to understand ethical data collection and usage in AI and how best to detect and mitigate for bias in implementing AI systems.
