Data Science Environments

All Data Science conda environments come with the OCI Python SDK and the ADS SDK. The version of ADS that comes with all condas includes all the functionalities of the library except for AutoML and model explanations (MLX) and is called oracle-ads. AutoML and MLX are found only in the General Machine Learning for the CPU and GPU conda environments.

The conda environments use the CPU VM shape (VM.Standard2.X, VM.Standard.E2.X) environments and GPU (VM.GPU2.1 [NVIDIA P100], VM.GPU3.X [NVIDIA V100]) Compute shapes.

Using the Notebook Explorer to access the notebook examples describes how to locate and access the included interactive example notebooks, and what each of them can be used for. All of the example notebooks are stored in Github.