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:
- Pre-built services to solve standard problems -> Application services (Amazon Rekognition, Polly, Comprehend)
- Basic customization (of datasets and algorithms): SageMaker
- 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.