MLOPS with Sagemaker - Session 1

MLOPS with Sagemaker - Presenter Introduction

Quickview of DevOps and its benefits

What is MLOps

MLOps Benefits

Machine Learning Lifecycle and Personas Involved

MLOps Challenges

Sagemaker Highlevel and its Lifecycle

MLOPS with Sagemaker - Reference Architecture

Demo Sagemaker Pipeline

Demo - Setup Terraform

Demo - Create Sagemaker Domain Using Terraform

Demo - Sagemaker Pipeline from Studio