Amazon SageMaker
Machine learning for every developer and data scientist.
Amazon SageMaker provides
every developer and data scientist with the ability to build, train, and deploy
machine learning models quickly. Amazon SageMaker is a fully-managed service
that covers the entire machine learning workflow to label and prepare your
data, choose an algorithm, train the model, tune and optimize it for
deployment, make predictions, and take action. Your models get to production
faster with much less effort and lower cost
BUILD
Collect & prepare training data
Data labeling & pre-built notebooks for common problems
Choose & optimize your ML algorithm
Built-in, high-performance algorithms and hundreds of ready to use algorithms in AWS Marketplace
TRAIN
Set up & manage environments for training
One-click training using Amazon EC2 On-Demand or Spot instances
Train & tune model
Train once, run anywhere & model optimization
DEPLOY
Deploy model in production
One-click deployment
Scale & manage the production environment
Fully managed with auto-scaling for 75% less
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