The Amazon SageMaker helps in setting up and deploying a machine learning model that utilises a graphics processing unit (GPU) involves an initial configuration and the establishment of specific environment variables to maximize the advantages of NVIDIA GPUs. Nevertheless, configuring the environment to ensure compatibility with SageMaker on the Amazon Web Services (AWS) cloud can be a lengthy process.
In this lab you will explore how even a small data exploration can prompt meaningful business insights, guiding the conversation towards potential GenAI solutions.