Overcoming the Obstacles of Machine Learning at an Institutional Scale

Sophisticated machine learning algorithms provide big opportunities for educational systems, but their increasing complexity also presents big obstacles, requiring specialized training and analytical toolkits. In this session, we will describe how Indiana University and Google are overcoming these obstacles, deploying advanced models at scale with a tool that makes modeling easy.

Outcomes: Discover examples of innovative applications of machine learning techniques at scale * Grasp the difficulty in implementing these increasingly sophisticated machine learning methods * Learn about how one university is leveraging cloud-based machine learning tools for overcoming these challenges