Join our conversation with Josh Wills and Nihit Desai on Building real-world Machine Learning systems: Lessons from the frontlines.
Over the last decade Machine Learning has become ubiquitous, powering applications across a variety of domains - from web search to self driving cars. Under the hood, getting these ML systems to production and ensuring good performance over time remains a challenge: everything from acquiring and transforming datasets, to ensuring good label quality, robust experimentation and performance monitoring. Josh Wills has built and led teams that worked on these problems first hand at companies such as Slack, Cloudera and Google. Come hear his insights and lessons learned.