Your one-stop resource on all things Python
Thanks to its flexibility, Python has grown to become one of the most popular programming languages in the world. Developers use Python in app development, web development, data science, machine learning, and even in coding education classes.
There’s almost no type of project that Python can’t make better. From creating apps to building complex websites to sorting big data, Python provides a way to get the work done. Python All-in-One For Dummies offers a starting point for those new to coding by explaining the basics of Python and demonstrating how it’s used in a variety of applications.
- Covers the basics of the language
- Explains its syntax through application in high-profile industries
- Shows how Python can be applied to projects in enterprise
- Delves into major undertakings including artificial intelligence, physical computing, machine learning, robotics and data analysis
This book is perfect for anyone new to coding as well as experienced coders interested in adding Python to their toolbox.
Table of Contents
Book 1 Getting Started with Python
Chapter 1 Starting with Python
Chapter 2 Interactive Mode, Getting Help, Writing Apps
Chapter 3 Python Elements and Syntax
Chapter 4 Building Your First Python Application
Book 2 Understanding Python Building Blocks
Chapter 1 Working with Numbers, Text, and Dates
Chapter 2 Controlling the Action
Chapter 3 Speeding Along with Lists and Tuples
Chapter 4 Cruising Massive Data with Dictionaries
Chapter 5 Wrangling Bigger Chunks of Code
Chapter 6 Doing Python with Class
Chapter 7 Sidestepping Errors
Book 3 Working with Python Libraries
Chapter 1 Working with External Files
Chapter 2 Juggling JSON Data
Chapter 3 Interacting with the Internet
Chapter 4 Libraries, Packages, and Modules
Book 4 Using Artificial Intelligence in Python
Chapter 1 Exploring Artificial Intelligence
Chapter 2 Building a Neural Network in Python
Chapter 3 Doing Machine Learning in Python
Chapter 4 Exploring More AI in Python
Book 5 Doing Data Science with Python
Chapter 1 The Five Areas of Data Science
Chapter 2 Exploring Big Data with Python
Chapter 3 Using Big Data from the Google Cloud
Book 6 Talking to Hardware with Python
Chapter 1 Introduction to Physical Computing
Chapter 2 No Soldering! Grove Connectors for Building Things
Chapter 3 Sensing the World with Python: The World of I2C
Chapter 4 Making Things Move with Python
Book 7 Building Robots with Python
Chapter 1 Introduction to Robotics
Chapter 2 Building Your First Python Robot
Chapter 3 Programming Your Robot Rover in Python
Chapter 4 Using Artificial Intelligence in Robotics
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