An Amazon SageMaker notebook instance is a machine learning (ML) compute instance running the Jupyter Notebook App.
Watch the following video to learn how to navigate jupyter notebook instances.
You will use Jupyter notebook to download the dataset from Amazon S3 bucket to your notebook instance as indicated in step 6 of the following diagram. You will also Jupyter notebook to perform predictions on pre-trained ML Model using data from AWS Data Exchange, as indicated in step 7 of the following diagram.
Now that the three important concepts(datasets, pre-trained ml models, and notebook intance) of today’s workshop are clear, you are ready set up the workshop environment and do the lab.