Cloud-Based Practices for Effective Data Science at Scale

Machine Learning in the Cloud should provide scale and agility for any data science team and deliver more actionable business insights. In this session we will cover several practices and patterns leveraging Microsoft Azure Machine Learning that many enterprises adopt to run large scale Advanced Analytics. We will focus on a technical level looking at several tips and solutions from interactive experimentation, automated machine learning up to fully automated production deployment leveraging MLOps concept with an end-to-end architecture perspective.