Conventions used

There are a number of text conventions used throughout this book.

Code in text: Indicates code words in text, database table names, folder names, filenames, file extensions, pathnames, dummy URLs, user input, and Twitter handles. Here is an example: "You can use the describe-spot-price-history API to collect this information programmatically."

A block of code is set as follows:

od = sagemaker.estimator.Estimator(     container,     role,     train_instance_count=2,                                      train_instance_type='ml.p3.2xlarge',                                      train_use_spot_instances=True,     train_max_run=3600,                     # 1 hours      train_max_wait=7200,                    # 2 hour      output_path=s3_output)

When we wish to draw your attention to a particular part of a code block, the relevant lines or items are set in bold:

[<sagemaker.model_monitor.model_monitoring.MonitoringExecution at 0x7fdd1d55a6d8>,<sagemaker.model_monitor.model_monitoring.MonitoringExecution at 0x7fdd1d581630>,<sagemaker.model_monitor.model_monitoring.MonitoringExecution at 0x7fdce4b1c860>]

Bold: Indicates a new term, an important word, or words that you see on screen. For example, words in menus or dialog boxes appear in the text like this. Here is an example: "We can find more information about our monitoring job in the SageMaker console, in the Processing jobs section."

Tips or important notes

Appear like this.