Episode
Learn Live - Containerizing and Deploying AI Workloads on AKS
with Paul Yu, Steven Murawski
So, you have a new AI workload that you're ready to put into production. Join us as we cover the key considerations for deploying AI workloads at scale, from local development to large-scale deployment on Azure Kubernetes Service (AKS). We'll get hands on and deploy an AI workload to an enterprise ready AKS cluster. We'll go from 'works on my machine' to 'works on all machines' in 90 minutes or less!
Chapters
- 00:12 - Introduction and welcome
- 01:55 - A glimpse into the application we're deploying
- 02:45 - Learning objectives
- 06:50 - Hands-on lab (AKS)
- 07:20 - Prerequisites
- 11:07 - Lab environment setup
- 22:40 - Runs on my machine!
- 36:02 - Runs on all machines!
- 39:49 - AKS Automatic
- 58:15 - Debugging applications & Integrating apps with Azure services
- 01:00:00 - What's next?
Related episodes
- This series is part of the “Build Intelligent Apps” initiative. Learn more
- Check out the entire series
Recommended resources
So, you have a new AI workload that you're ready to put into production. Join us as we cover the key considerations for deploying AI workloads at scale, from local development to large-scale deployment on Azure Kubernetes Service (AKS). We'll get hands on and deploy an AI workload to an enterprise ready AKS cluster. We'll go from 'works on my machine' to 'works on all machines' in 90 minutes or less!
Chapters
- 00:12 - Introduction and welcome
- 01:55 - A glimpse into the application we're deploying
- 02:45 - Learning objectives
- 06:50 - Hands-on lab (AKS)
- 07:20 - Prerequisites
- 11:07 - Lab environment setup
- 22:40 - Runs on my machine!
- 36:02 - Runs on all machines!
- 39:49 - AKS Automatic
- 58:15 - Debugging applications & Integrating apps with Azure services
- 01:00:00 - What's next?
Related episodes
- This series is part of the “Build Intelligent Apps” initiative. Learn more
- Check out the entire series
Recommended resources
Have feedback? Submit an issue here.