Session Outline Investment professionals rely on extrapolating company revenue into the future to approximate the valuation of the companies in a high-growth stage. However, the financial data on growth companies is...
Category - Nordic Data Science and Machine Learning Summit 2022
Become a Better Buyer — Things to think of when leveraging text analytics services – Fredrik Olsson, Gavagai
Session Outline In this presentation, I will talk about data readiness assessment and behavioral testing as means to make the most of third-party text analytics/NLP services. Data readiness assessment helps with...
ML in the wild – from discovery to production – Giovanna Miritello, Vodafone UK
Session Outline For several years now, we have been developing machine learning and AI solutions. We have built data science and machine learning teams and identified opportunities for improvement and growth. These...
Deep learning on tabular data (the world’s most common type of data); is it worth it? – Mikael Huss, Codon Consulting
Session Outline Deep learning has revolutionized fields like computer vision and NLP, but in the case of tabular data, methods like gradient boosting are still holding strong. The past few years have seen innovative...
Algorithmic Business Models, High Frequency Trading and eCommerce – Bjorn Hertzberg, Algorete
Session Outline All for-profit businesses buy and/or sell a product or service. This is also true for financial markets; however, the archaic language used in finance (uncovered warrant, Asian tail call, etc.) can make...
AI-by-Design: A 6-step approach for building human-centred AI solutions – Ioannis Zempekakis, OLX Group & Serena Westra, AI-by-Design
Session Outline What is required to build resilient human-centered AI, and what design principles can someone follow? Based on their experiences designing, developing, and managing AI, Ioannis Zempekakis, Head of Global...
Designing human-centric AI – Kajsa Norin, Kajsa Norin AB
Session Outline
How do you create AI solutions for humans, not just computers? We’ll take a look at human-AI interaction and see how it’s possible to build systems that benefit both.
In Search of the Future: What Sci-fi Can Teach Us About the Perils of AI and How to Solve the Alignment Problem – Jesper Nordström, Nordea
Session Outline Science Fiction can inform us what the future may be like, but it also shapes the future by inspiring us to think about the world as it could be. The presentation will peak into potential AI futures as...