Abstract: Building and running machine learning teams can be challenging, but when done well, can drive significant value for your organization. But what does that look like?
This session will cover how to improve ML development through emerging software tools, and Algorithmic advancements in ML, and typical challenges in running ML teams. Attendees will walk away with tangible tips for increasing visibility and collaboration across their ML teams.
Bio: Gideon Mendels is the CEO and co-founder of Comet.ml, a leading provider of machine learning operations (MLOps) solutions that accelerate getting machine learning models into production. Before Comet.ml Gideon founded GroupWize where they trained and deployed over 50 Natural Language Processing (NLP) models on 15 different languages. His journey with NLP and Speech Recognition models began at Columbia University and Google where he worked on hate speech and deception detection.