Deploying Your AI-ML Investments - Jon Peck - ODSC East 2018

Deploying Your AI-ML Investments - Jon Peck - ODSC East 2018

Learn how to successfully deploy AI and machine learning models to production in this conference talk from ODSC East 2018. Explore best practices, necessary tech stacks, and organizational rhythms for achieving ROI on AI investments. Discover solutions to infrastructure and scaling challenges when dealing with thousands of model versions across various frameworks. Gain insights into maintaining low latency, managing GPU memory, load balancing, and orchestrating complex AI systems. Understand the evolution of online learning systems and the importance of discoverability layers in AI deployment. Ideal for engineers and leadership looking to bridge the gap between AI research and practical implementation.