With so many machine learning frameworks and libraries available, writing a model isn’t a bottleneck anymore while putting your models in production is still a challenge.
In this talk, you will learn how we deploy the python deep learning models in production at Booking.com.
Topics will include:
Deep Learning model training in Docker containers Automated retraining of models Deployment of models using Kubernetes Serving model predictions in containerized environment Optimising serving predictions for latency and throughput
Please see our speaker release agreement for details: https://ep2017.europython.eu/en/speaker-release-agreement/