Level: Intermediate to Advanced
Group Program Manager, Machine Learning
It's increasingly important to incorporate artificial intelligence with the rest of the software development lifecycle. In this talk, we'll highlight best practices for making AI and machine learning a part of every software project. Models can often be treated like software components but have some unique characteristics which we will focus on in this talk. We'll cover continuous integration and deployment, staged deployments, model monitoring & retraining, and more. Come and learn how to supercharge your application development with AI!
This talk will not focus much on the mechanics of machine learning, rather, we will spend time working through the integration with your software development practices.