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You're reading from The Modern Python Challenge Challenge your skills in Python to face real-world problems!

Product type Video

Published in May 2020

Publisher Packt

ISBN-13 9781839219238

Length 5hrs 47mins

Edition 1st Edition

Languages

Python

Tools

SQLite

Concepts

Information Management

Author (1):

Matthew Macarty

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Table of Contents (12) Chapters

1. Implement Data Structures Using the Collections Module

Course Overview
namedtuple
Deque
Defaultdict
Counter
Setting up a character index application
Completing the Character Index

2. Data Analysis with Pandas FREE CHAPTER

Analyzing Car Data
Finding the Most Common Word
Reading Data Files
Movie Data Analysis
Downloading and Transforming Data
Filtering Data

3. Handling Various Data Formats and Databases

Using ElementTree to Parse XML
Converting Dict to namedtuple/JSON
Parsing a CSV File and Creating a Bar Chart
Using the IPinfo API to Lookup IP Country
Turning Messy CSV into JSON
Working with Relational Databases
Analyzing NBA Data with SQLite3

4. Working with Dates and Time Zones

Date and Time Module Overview
Formatting Dates Intermediate Level
Parsing and Converting
Working Between Time Zones
Humanizing a Date and Time
Calculating Time
Finding a Holiday Date

5. Decorators and Context Managers

Introducing the Python Decorator
Writing a Decorator with Arguments
Writing a login_required Decorator
Writing a Number Validation Decorator Advanced Level
Writing a Context Manager
Writing a Retry Decorator

6. Working with Itertools Module

Fix a Truncating Zip Function with zip_longest
Calculating the Running Average of a Sequence
Finding the Number Pairs Summing Up X
Finding Combinations
Finding Words from the English Language
Grouping Data

7. Fundamental Concepts in Object-Oriented Programming in Python

Making a Class and Property
Representation Methods
Saving the Object Class
Subclassing with dict
Inheritance
Advanced Properties

8. Writing Regular Expressions in Python

Overview of Regular Expressions Beginner Level
Extracting Digits Out of a String Intermediate Level
Replacing Characters in a String
Finding Quotes and Extracting Them from a Text Advanced Level
Validating Password
Replacing Repeated Words

9. Working with Strings in Python

Slicing Strings Beginner Level
Rotating String Characters
Replacing Characters
Removing Punctuation Characters from a Longer String
Converting Hexadecimal Numbers to RGB Intermediate Level
Check If Two Strings Are Anagrams

10. Web Scraping with Python

Introduction to Beautiful Soup Intermediate Level
Viewing Source Code
Extracting Hyperlinks from the Source Code
Get List of the Most Recommended Books
Scraping and Cleaning
Editing Webpages

11. Design Patterns

Implementing Factory Method
Creating HTML Page with Abstract Factory Pattern
Implementing Singleton Pattern
Implementing Builder Pattern
Implementing Object Pool Pattern

12. Network Programming with Python

Writing a Basic Server
Write Client
Socket Functions
Downloading an Image
Network Discovery

You're reading from The Modern Python Challenge Challenge your skills in Python to face real-world problems!

Table of Contents (12) Chapters

Authors (1)

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You're reading from The Modern Python Challenge Challenge your skills in Python to face real-world problems!

Table of Contents (12) Chapters

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Authors (1)

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