Course curriculum

  • 1
    Foundations and Compute Environment Setup (Lambda, EC2, SageMaker)
    • Compute Options for Data Science: Lambda vs EC2 vs SageMaker
    • EC2 Setup Flow: From Concept to Instance Preparation
    • Quiz
  • 2
    Hands-On Deployment and Notebook Walkthrough (EC2 Script + Notebook)
    • Launching EC2 with a Script: Parameters, AMI, and Security Groups
    • SageMaker Notebooks Overview
    • Hands-On in Jupyter: Run the Workflow End-to-End
    • Quiz