SageMaker Cheat Sheet

Overview

  • Managed Jupyter notebooks

Components

  • SageMaker Studio = free jupyter lab (running kernel is not free) with integrated tools
  • SageMaker Debugger = a tool to troubleshoot errors during model generation
  • SageMaker Autopilot = a tool to automatically generate a number of hyperparameters sets (in the form of different notebooks) to help users get best result