Media Summary: When people hear "big data", they automatically assume a cluster of machines is required to analyze the data or build machine ... ML development brings many new complexities beyond the traditional software development lifecycle. Unlike in traditional ... Curious about deep learning? Start with the Fundamentals of Deep Learning booklet to learn the essentials in 25 pages ...
Dan Ryan Efficient And Flexible Hyperparameter Optimization Pydata Miami 2019 - Detailed Analysis & Overview
When people hear "big data", they automatically assume a cluster of machines is required to analyze the data or build machine ... ML development brings many new complexities beyond the traditional software development lifecycle. Unlike in traditional ... Curious about deep learning? Start with the Fundamentals of Deep Learning booklet to learn the essentials in 25 pages ... It is common to perform model selection while also attempting to estimate accuracy on a held-out set. The traditional solution is to ... Gilberto Batres-Estrada The focus of this presentation is to show a method that speeds up random search through adaptive ... In this talk, we introduce Optuna, a next-generation
