Training with Built-in Algo

Training with SageMaker Studio

There are multiple scenarios for training a model in the Amazon SageMaker environment:

  • Use an algorithm provided by Amazon SageMaker
  • Submit custom code (script) to train with AWS built-in frameworks
  • Use your own custom algorithms
  • Use Apache Spark with Amazon SageMaker Studio
  • Use an algorithm that you subscribe to from AWS Marketplace

Training with Amazon SageMaker built-in algorithms

Amazon SageMaker provides built-in training algorithms. If one of these meets your needs, it's a great out-of-the-box solution for quick model training.