09-22, 15:00–15:55 (US/Eastern), Main Room
Speed up your Machine Learning Applications with Lightning AI
Because most real-world machine learning operates as a black box, it can be challenging for users and regulators to understand the key components of your machine learning solution. In this meetup, we'll show you how to use a wide variety of interactive components from the machine learning ecosystem to transparently develop and deploy machine learning solutions (what we call a Lightning App). We'll be focusing on popular components used for Training, Servicing, UI, Monitoring, AutoScaling, and Altering in your ML solution, and we'll end by exploring the app creation process together.
Who should attend - Practitioners in Machine Learning, Data science, Researchers, ML Ops Engineers, Aspiring Data Scientists, Machine Learning Engineers
Previous knowledge expected
William Falcon is the founder and CEO of Lightning AI. He previously created PyTorch Lightning as well as the now-acquired NextGenVest. He began work on these projects while completing a PhD at NYU funded by Google DeepMind and the NSF, as a researcher at Facebook AI, and while working at Goldman Sachs.