Just Deploy It! How to Ship Your ML Model to Production

Once upon a time in the kingdom of Artificial Intelligence, there were data scientists who worked hard on their complex researches and ML models development. But then the day of atonement came - time …

Once upon a time in the kingdom of Artificial Intelligence, there were data scientists who worked hard on their complex researches and ML models development. But then the day of atonement came - time to deploy the models to production. And at first, it seemed that everything they’ve been building so hard started to fall apart slowly piece by piece. But as data scientist read more manuscripts they’ve discovered there are many ways to ship your model using the open-source library with not much effort to be applied.This talk will uncover the ways to ship the model to production - automated as well as potential custom solutions and also tools and libraries which can ease this process.