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: "The following screenshot shows the lines of code used for importing the train_test_split function and the RobustScaler method."

A block of code is set as follows:

import numpy as np
import matplotlib.pyplot as plt
import pandas as pd
%matplotlib inline

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 method used to choose the best estimators for a particular dataset or choosing the best values for all hyperparameters is called hyperparameter tuning."