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MLOps CodeBreakfast on AWS - GoDataFest 2022

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GoDataDriven
GoDataDriven

During the MLOps CodeBreakfast, we will be giving an introduction to MLOps. After this introduction, we will go into more detail on how to implement and deploy a Machine Learning pipeline on both Azure and AWS.

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MLOps Code Breakfast On
MLOps CodeBreakfast on AWS - GoDataFest 2022
󰛎 How many of you have: 1. Used SageMaker before? 2. Are you actively using it at your company?
Schedule for this session ✓ Welcome 2. MLOps 3. Usecase & pipeline 4. Time to hack 󰳕󰠁 5. Conclusion
So what is MLOps about?
There’s a gap between ML Dev and Ops Dev Ops Background image source: https://www.developer-tech.com
Dev Ops https://www.thequotablecoach.com/build-a-bridge/
Usecase > Dataset
Usecase > Architecture
Let’s get hacking 󰠁󰳕 </>
godatadriven/code-breakf ast-aws-sagemaker
First, a bit of IAM ❏ Can you login to AWS? ❏ Can you access SageMaker studio?
Concluding The MLOps Code Breakfast
Thanks for joining!

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MLOps CodeBreakfast on AWS - GoDataFest 2022