Scott Zhou
Scott Zhou is a competence lead for Machine Learning Engineers at H&M and a Machine Learning Engineer himself.
Session
10-21
14:00
90min
Airflow 2.0 for ML pipelines – design, implementation and management
Alen Jacob, Scott Zhou, Lini Jose, Nitin Bisht
Live Stream: https://youtu.be/qWvJSIgOcPU
With a lot of changes under the hood with Airflow 2.0, the workshop aims to give an overview on major updates in Airflow 2.0 from 1.0, major components and working of Airflow and hands-on demo of implementation and management of an end-to-end Machine Learning pipeline. Without a pipeline in-place, management of multiple Machine Learning stages in production can be difficult. This gives an overview of simplified process and management of Python based ML projects using Airflow.
Data Science, AI, and Machine Learning
Workshops