Book Image

The Python Workshop

By : Olivier Pons, Andrew Bird, Dr. Lau Cher Han, Mario Corchero Jiménez, Graham Lee, Corey Wade
Book Image

The Python Workshop

By: Olivier Pons, Andrew Bird, Dr. Lau Cher Han, Mario Corchero Jiménez, Graham Lee, Corey Wade

Overview of this book

Have you always wanted to learn Python, but never quite known how to start? More applications than we realize are being developed using Python because it is easy to learn, read, and write. You can now start learning the language quickly and effectively with the help of this interactive tutorial. The Python Workshop starts by showing you how to correctly apply Python syntax to write simple programs, and how to use appropriate Python structures to store and retrieve data. You'll see how to handle files, deal with errors, and use classes and methods to write concise, reusable, and efficient code. As you advance, you'll understand how to use the standard library, debug code to troubleshoot problems, and write unit tests to validate application behavior. You'll gain insights into using the pandas and NumPy libraries for analyzing data, and the graphical libraries of Matplotlib and Seaborn to create impactful data visualizations. By focusing on entry-level data science, you'll build your practical Python skills in a way that mirrors real-world development. Finally, you'll discover the key steps in building and using simple machine learning algorithms. By the end of this Python book, you'll have the knowledge, skills and confidence to creatively tackle your own ambitious projects with Python.
Table of Contents (13 chapters)

Dictionary Keys and Values

A Python dictionary is an unordered collection. Dictionaries are written with curly brackets, and they have keys and values.

For instance, have a look at the following example, where you store the details of an employee:

employee = {
  'name': "Jack Nelson",
  'age': 32,
  'department': "sales"
}

You might have noticed a certain resemblance between Python dictionaries and JSON. Although you can load JSON directly into Python, a Python dictionary is a complete data structure that implements its own algorithms, and JSON is just a pure string written in a similar format..

Python dictionaries are something similar to key-value pairs. They simply map keys to associated values, as shown in Figure 2.12:

Figure 2.12: Mapping keys and values in Python dictionaries

Dictionaries are like lists. They both share the following properties:

  • Both can...