Briefly, What's SageMaker?

Published: 2019-01-05 | tags: sagemaker, aws

SageMaker is part of the Machine Learning solutions provided by Amazon. These solutions are provided in stages:

Steps for ML using AWS:

  1. Pre-built services to solve standard problems -> Application services (Amazon Rekognition, Polly, Comprehend)
  2. Basic customization (of datasets and algorithms): SageMaker
  3. Full control (including infrastructure): EC2 and Deep Learning AMI.

To use SageMaker, we only need to write instrumenting code, like tune algorithms and declare where the data is stored.