"Ways to Scale Up ML Experiments on AWS" - Julia Będziechowska (MOPS 6)

MLOps Oriented Polish Session aims to delve into the engineering aspects of ML-powered software.

Growing data organisations require agile approach to ML-powered experiments in order to gather feedback and iteratively improve the solution. On the other hand, dynamically changing landscape of the AI world is technically challenging to keep up with, in particular when considering big data volumes.
In this talk, Jullia demonstrated how they leveraged various AWS services to successfully apply different Data Science projects at large-scale at Fandom. Different layers of AWS solutions are considered, from fundamental EC2s through serverless to Sagemaker - a service tailored specifically for ML - with tips & tricks, why we used them, and whether you should use them in your project!

For more information, follow us on LinkedIn:   / 96023824  
And on MeetUp: https://www.meetup.com/pl-PL/mops-com...