Get Started with SageMaker Studio
=================================

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.. note::
    The following examples have been optimized for SageMaker Studio.


Basic training example for SageMaker Studio
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.. toctree::
   :maxdepth: 1

   sagemaker_algorithms/linear_learner_mnist/linear_learner_mnist


Framework examples
=======================

.. toctree::
   :maxdepth: 1

   frameworks/mxnet_onnx_ei/mxnet_onnx_ei
   frameworks/pytorch_cnn_cifar10/pytorch_cnn_cifar10
   frameworks/tensorflow_mnist/tensorflow_mnist


Model compilation with Neo
==========================

.. toctree::
   :maxdepth: 1

   sagemaker_neo_compilation_jobs/imageclassification_caltech/Image-classification-fulltraining-highlevel-neo-studio
   sagemaker_neo_compilation_jobs/pytorch_torchvision/pytorch_torchvision_neo_studio
   sagemaker_neo_compilation_jobs/pytorch_vgg19_bn/pytorch-vgg19-bn-studio
   sagemaker_neo_compilation_jobs/tensorflow_unet/sagemaker-neo-tf-unet
   sagemaker_neo_compilation_jobs/xgboost_customer_churn/xgboost_customer_churn_neo_studio


Bring your own container to Studio
==================================

.. toctree::
   :maxdepth: 1

   sagemaker_studio_image_build/xgboost_bring_your_own/Batch_Transform_BYO_XGB