Session Outline AI is fundamental, groundbreaking technology with an adoption rate of 64% year over year. Along with its innovative and transformational abilities, comes challenges with ethics and responsibility, which...
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Keynote | Enterprise MLOps platforms: What’s next? – Kjell Carlsson, Domino Data Lab
Session Outline Inflexible infrastructure, wasted work, and operationalization pitfalls have all been key obstacles preventing organizations from adopting a model-driven strategy. MLOps platforms have been rapidly...
Keynote | How can you know who is richer without revealing their wealth? – Mats Stellwall, Snowflake
Session Outline Today, it is easier than ever to collaborate around data between organizations and use that data for AI/ML driven solutions. However, we also have increasing privacy requirements that makes it in reality...
Reinforcement Learning for Email Optimization – Keenan Lyon, Leovegas Group
Session Outline At LeoVegas, the nature of our campaigns and promotions poses interesting challenges for email optimization. The immense level of personalization available, from timing and frequency of send outs, to the...
Building towards a mature machine learning lifecycle – MLOps at Swedbank – Varun Bhatnagar, Swedbank AB
Session Outline In the year 2022, the year of machine learning, you’re faced with two choices: a Blue pill that brings an end to the discussion, or a Red pill that propels you into an adventurous journey. This...
Building a scalable and centralized Analytics Platform for Norway’s largest bank – Trung-Duy Nguyen & Benjamin Tapley, DNB Bank ASA
Session Outline A walkthrough of how we are building our in-house Analytics Platform on the Cloud. We will discuss the normal daily workflows of data science users in our company and the development of our platform...
Building a Powerful User Behavior Analytics System Using Snowflake – Oskar Eriksson, Snowflake
Session Outline User behavior analytics (UBA), also known as user and entity behavior analytics (UEBA), is catching increasing attention in the IT & security community as a proven behavior based insider risk...
Infrastructure-agnostic Machine Learning Platform – Denys Kovalenko, Bolt
Session Outline At Bolt, we want scientists and engineers to solve customer’s problems, not infrastructure ones. That’s why we’ve been investing into centralized machine learning infrastructure for 3 years, and it...
