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: "Initialize the HuggingFace estimator object. Here, we specify distilbert-base-uncased for the model_name value."

A block of code is set as follows:

predictor = Predictor(
    endpoint_name=endpoint_name
)

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

pipeline = Pipeline(
    name=pipeline_name,
    parameters=[
        processing_instance_type,
        training_instance_type,
        input_data,
    ],
    steps=[step_process, step_train],
)

Any command-line input or output is written as follows:

cd /home/ubuntu/environment/opt
mkdir -p ml-python ml-r 

Bold: Indicates a new term, an important word, or words that you see onscreen. For example, words in menus or dialog boxes appear in the text like this. Here is an example: "Under Network and storage, select the existing default VPC and choose Public internet Only."

Tips or important notes

Appear like this.