NLP at Scale: From Training to Inference and MLOps

Explore the world of industrial Natural Language Processing (NLP) in this 42-minute conference talk by Andrei Lopatenko, VP of Engineering at Zillow, presented at the Toronto Machine Learning Series (TMLS). Gain valuable insights into typical business cases, training methodologies, deployment strategies, and serving scenarios for NLP applications at scale. Discover how large organizations leverage NLP technologies to solve real-world problems and learn about the challenges and best practices in implementing MLOps for NLP projects.