ML in Production – Serverless and Painless] - [Oliver Gindele | PyData Global 2021

ML in Production – Serverless and Painless Speaker: Oliver Gindele Summary Productionising machine learning pipelines can be a daunting and difficult task for Data Scientists.. In this session, Oliver will walk through some of the best serverless options on how to put python based ML pipelines into operation in the cloud. Description Productionising machine learning pipelines can be a daunting and difficult task for Data Scientists. Fortunately, many novel tools and technologies have become available in the past years to address this issue and make it easier than ever to deploy ML models into production, without the need to configure servers. In this session, Oliver will walk through some of the best serverless options on how to operationalize ML pipelines within the Tensorflow ecosystem and on Google Cloud Platform, based on actual case studies. One of these real-life case studies will dive into the journey of a global cosmetics brand to become packaging-free with the help of ML