Digital Data-Driven Financial Advisory: From Prototypes to Production in Banking

Watch a 36-minute keynote address from the Data Science Conference Europe 2023 exploring the evolution of data science applications in banking and financial advisory services. Navigate through the journey from prototype development to production-ready solutions within a major banking institution, examining real-world challenges and their resolutions. Learn about critical aspects of implementing data-driven features in finance, including data quality assurance, real-time monitoring systems, and the development of explainable machine learning algorithms. Gain valuable insights into meeting stringent non-functional requirements like performance optimization and regulatory compliance in the financial sector, while understanding common pitfalls and unsuccessful approaches to avoid. Discover practical strategies for maintaining trust and integrity when deploying data science solutions in high-stakes financial environments.