Machine Learning Frameworks and Languages
Amazon SageMaker AI provides native support for popular programming languages and machine learning frameworks, empowering developers and data scientists to leverage their preferred tools and technologies. This section offers references for working with Python and R, as well as their respective software development kits (SDKs) within SageMaker AI. Additionally, it covers a wide range of machine learning and deep learning frameworks, including Apache MXNet, PyTorch, TensorFlow.
You can use Python and R natively in Amazon SageMaker notebook kernels. There are also kernels
that support specific frameworks. A very popular way to get started with SageMaker AI is to use the
Amazon SageMaker Python SDK
For information about using specific frameworks or how to use R in SageMaker AI, see the following topics.
Languages SDKs and user guides:
Machine learning and deep learning frameworks guides: