Conventions used

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

CodeInText: 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: "Append the labels to X_outliers."

A block of code is set as follows:

from sklearn.model_selection import train_test_split
import pandas as pd

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

pip install sklearn pandas

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: "The most basic approach to hyperparameter tuning is called a grid search."