Essential Resources for ML in Finance
Access compliance guides, expert webinars, and foundational knowledge to navigate the evolving landscape of Machine Learning in Australian finance.
ML Compliance Guide: APRA Standards
Download a comprehensive PDF document outlining compliance requirements for Machine Learning applications under APRA standards in Australia. This essential guide provides financial institutions with the necessary insights to ensure their ML models adhere to the latest regulatory frameworks.
This guide covers key regulatory frameworks, governance best practices, robust model validation methodologies, and critical ethical considerations for ML deployments in financial institutions regulated by APRA. It delves into data privacy, explainability, fairness, and accountability, offering practical steps to implement responsible AI within your organization. Stay ahead of regulatory changes and mitigate risks with our expert-curated content.
Download GuideWebinar Archive with CIO Macquarie Group
Access a curated collection of past webinars featuring the Chief Information Officer (CIO) of Macquarie Group, a leading figure in Australian finance. These discussions offer invaluable insights into the strategic implementation and impact of Machine Learning across various financial domains, from investment banking to wealth management.
The Future of AI in Australian Banking
A deep dive into how Artificial Intelligence is reshaping banking operations, customer experiences, and strategic decision-making in the Australian financial sector. This webinar explores emerging trends and future opportunities.
Date: 2023-05-10
Navigating Data Ethics in ML for Finance
Exploring critical ethical considerations and the principles of responsible AI development within the financial industry. This session addresses bias, transparency, and accountability in ML models.
Date: 2023-03-15
