Creative Ways to Measure the World

Everyone talks about how to utilise data to create successful businesses. LinkedIn's Michael Conover develops machine-learning infrastructure that leverages the relationships and behaviour of hundreds of millions of individuals. Conover describes the role that information visualisation technologies play in the LinkedIn data science ecosystem, and explore best practices for understanding the structure of large-scale data in a production environment. From hypothesis generation and feature development to model evaluation and tooling, visualisation is at the heart of LinkedIn's machine learning workflows, enabling our data scientists to reason and communicate more effectively. Broken down into clear, structured insights based on proven technology and workflow patterns, this talk will help you understand how to apply information visualisation to the analytical challenges you encounter every day.

Видео Creative Ways to Measure the World канала Build2Grow