Machine Learning in Production: A Data Scientist's Perspective from Ubisoft
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Dive into a 49-minute podcast episode featuring Jean-Michel Daignan, a data scientist at Ubisoft, as he shares insights on machine learning in production from a data scientist's perspective. Explore the unique challenges and solutions in developing platforms and tools for data scientists in the gaming industry. Learn about Ubisoft's approach to tying machine learning products to business use cases and ROI, as well as their use of generative AI. Gain valuable knowledge on balancing quick delivery and value creation, end-to-end pipelines, data quality ownership, monitoring systems, and feature stores. Discover how Ubisoft leverages play data to understand player personalities and implements deep learning models. Get a glimpse into the massive data volumes handled by Ubisoft and the innovative ways they service data scientists' needs in a fast-paced gaming environment.