CAS ETH Machine Learning in Finance and Insurance: A profound understanding of the technology and the responsible use of it
As the financial services industry evolves, integrating AI and machine learning has become a necessity. Many executive programmes focus broadly on AI, often staying at a high level. The CAS ETH in Machine Learning in Finance and Insurance offers something different – a deep dive into the core of AI: Machine Learning.
In addition, navigating the regulatory landscape that governs the design, deployment, and maintenance of AI technologies is becoming more and more important – especially in the finance industry, towards this programme is tailored to.
Machine learning, the backbone of AI, empowers systems to learn from data, adapt, and make decisions autonomously, transforming everything from risk management to personalized customer experiences. The CAS ETH in Machine Learning in Finance and Insurance places participants at the forefront of this transformation. Whether you are making strategic decisions, engineering AI-driven systems, or leading innovation, a solid grasp of machine learning is essential.
The core building blocks of the 9-months programme are a solid introduction to machine learning by ETH faculty and lecturers (I), a deep dive into the Ethics in the Age of AI (II), exposure to real-world cases and projects in finance and insurance in different workshops with industry professionals (III), a final innovation project enabling participants to apply their knowledge to real-world challenges, showcasing their ability to drive innovation in their field (IV).
“Governing AI solutions goes far beyond the dimensions of technology and regulatory compliance: Today, the way we use AI is an integral element of the business strategy.”Lisa Bechtold, Head of AI Governance, Zurich Insurance Group, Guest Speaker
Personalized interaction with industry experts & lecturers
Join a programme designed for direct engagement with dedicated lecturers and top industry professionals. With small class sizes, you will enjoy intimate, meaning-ful discussions and the opportunity to ask questions that drive deeper understanding. Explore your interests in depth and get personalized attention to fuel your growth.
Get diverse insights from industry leaders
Gain a comprehensive perspective on Machine Learning with insights from CEO-level strategies to the hands-on expertise of project managers and data architects. Participants will engage with all key stakeholders in the field, ensuring a well-rounded understanding of how Machine Learning is transforming organizations at every level.
A perfect blend of theory and practical application
Our programme strikes the ideal balance between fundamental theories and real-world applications. Through engaging slides, interactive group work, reading materials, and hands-on coding exercises, you will solidify your understanding of the concepts. With self-paced mini exercises, you will have the freedom to learn at your own pace, while receiving individual consulting sessions to guide you through your personal learning journey.