Machine Learning through Streaming at Lyft

Video with transcript included: Sherin Thomas talks about the challenges of building and scaling a fully managed, selfservice platform for stream processing using Flink, best practices, and common pitfalls. Thomas goes into the details of how the Lyft system evolved over the last couple of years, as well as the design tradeoffs they made. This presentation was recorded at QCon London 2020: , Flink, MachineLearning, Streaming