Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

CNCF [Cloud Native Computing Foundation]

Scheduling Jupyter Notebooks Using Airflow on Kubernetes

CNCF [Cloud Native Computing Foundation] via YouTube

Overview

Explore how to schedule Jupyter notebooks using Airflow on Kubernetes in this informative conference talk by Akshay Chitneni and Rus Pandey from Apple. Discover the potential of extending Jupyter notebooks beyond interactive data analysis to build data and machine learning pipelines. Learn how Kubernetes constructs such as operators, autoscalers, and pod identities can be combined with Airflow to schedule notebooks and share execution results. Gain insights into creating a comprehensive notebooks platform that addresses user authentication, authorization, scalable compute, and isolated execution environments with dependencies. Understand how this approach can empower data scientists and engineers to accelerate the productionization of their work.

Syllabus

Scheduling Jupyter Notebooks Using Airflow on Kubernetes - Akshay Chitneni & Rus Pandey, Apple

Taught by

CNCF [Cloud Native Computing Foundation]

Reviews

Start your review of Scheduling Jupyter Notebooks Using Airflow on Kubernetes

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.