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: "The preprocessed dataset is imported using the .get_by_name() function."

A block of code is set as follows:

uri = workspace.get_mlflow_tracking_uri( )
mlflow.set_tracking_uri(uri)

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

# Importing pre-processed dataset
dataset = Dataset.get_by_name (workspace, name='processed_weather_data_portofTurku')

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

python3 test_inference.py

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: "Go to the Compute option and click the Create button to explore compute options available on the cloud."

Tips or important notes

Appear like this.