The Modern Python Challenge

Table of contents

1. Chapter 1 : Implement Data Structures Using the Collections Module
   1. Course Overview
   2. namedtuple
   3. Deque
   4. Defaultdict
   5. Counter
   6. Setting up a character index application
   7. Completing the Character Index
2. Chapter 2 : Data Analysis with Pandas
   1. Analyzing Car Data
   2. Finding the Most Common Word
   3. Reading Data Files
   4. Movie Data Analysis
   5. Downloading and Transforming Data
   6. Filtering Data
3. Chapter 3 : Handling Various Data Formats and Databases
   1. Using ElementTree to Parse XML
   2. Converting Dict to namedtuple/JSON
   3. Parsing a CSV File and Creating a Bar Chart
   4. Using the IPinfo API to Lookup IP Country
   5. Turning Messy CSV into JSON
   6. Working with Relational Databases
   7. Analyzing NBA Data with SQLite3
4. Chapter 4 : Working with Dates and Time Zones
   1. Date and Time Module Overview
   2. Formatting Dates Intermediate Level
   3. Parsing and Converting
   4. Working Between Time Zones
   5. Humanizing a Date and Time
   6. Calculating Time
   7. Finding a Holiday Date
5. Chapter 5 : Decorators and Context Managers
   1. Introducing the Python Decorator
   2. Writing a Decorator with Arguments
   3. Writing a login_required Decorator
   4. Writing a Number Validation Decorator Advanced Level
   5. Writing a Context Manager
   6. Writing a Retry Decorator
6. Chapter 6 : Working with Itertools Module
   1. Fix a Truncating Zip Function with zip_longest
   2. Calculating the Running Average of a Sequence
   3. Finding the Number Pairs Summing Up X
   4. Finding Combinations
   5. Finding Words from the English Language
   6. Grouping Data
7. Chapter 7 : Fundamental Concepts in Object-Oriented Programming in Python
   1. Making a Class and Property
   2. Representation Methods
   3. Saving the Object Class
   4. Subclassing with dict
   5. Inheritance
   6. Advanced Properties
8. Chapter 8 : Writing Regular Expressions in Python
   1. Overview of Regular Expressions Beginner Level
   2. Extracting Digits Out of a String Intermediate Level
   3. Replacing Characters in a String
   4. Finding Quotes and Extracting Them from a Text Advanced Level
   5. Validating Password
   6. Replacing Repeated Words
9. Chapter 9 : Working with Strings in Python
   1. Slicing Strings Beginner Level
   2. Rotating String Characters
   3. Replacing Characters
   4. Removing Punctuation Characters from a Longer String
   5. Converting Hexadecimal Numbers to RGB Intermediate Level
   6. Check If Two Strings Are Anagrams
10. Chapter 10 : Web Scraping with Python
    1. Introduction to Beautiful Soup Intermediate Level
    2. Viewing Source Code
    3. Extracting Hyperlinks from the Source Code
    4. Get List of the Most Recommended Books
    5. Scraping and Cleaning
    6. Editing Webpages
11. Chapter 11 : Design Patterns
    1. Implementing Factory Method
    2. Creating HTML Page with Abstract Factory Pattern
    3. Implementing Singleton Pattern
    4. Implementing Builder Pattern
    5. Implementing Object Pool Pattern
12. Chapter 12 : Network Programming with Python
    1. Writing a Basic Server
    2. Write Client
    3. Socket Functions
    4. Downloading an Image
    5. Network Discovery