Learn Python in 3 Hours

Table of contents

1. Chapter 1 : First Steps in Python Development
   1. The Course Overview 00:02:40
   2. Introducing Your One-Stop-Shop Python IDE – WinPython 00:07:24
   3. Writing Your First Hello World! Program in Python 00:06:21
   4. Using Functions, Lambdas, and List Comprehensions 00:10:58
2. Chapter 2 : Managing Packages and Downloading New Ones in Python
   1. Downloading pip So That You Can Install New Packages 00:07:07
   2. Structuring Your Python Application with Classes and Modules 00:08:20
   3. Installing and Using pipenv to Manage Your Projects 00:08:37
3. Chapter 3 : Learning Specific Python Coding Patterns
   1. Object-Oriented Programming, the Pythonic Way 00:08:37
   2. Help Your Functions Do More Using Decorators 00:08:37
   3. Wrap Up All Dynamic Resources with Context Managers 00:07:48
4. Chapter 4 : Web Scraping and Data Mining with Python
   1. Create Your Own Crawlers with Scrapy 00:08:31
   2. Go Through News Articles with newspaper3k 00:08:10
   3. Digest RSS Feeds Using Feedparser 00:09:00
5. Chapter 5 : Data Science and Machine Learning with Python
   1. Handle Your Big Datasets with NumPy and pandas 00:09:16
   2. Make Python Smarter with Machine Learning Using scikit-learn 00:10:11
   3. Visualizing Data in Charts and Graphs with matplotlib 00:08:16
6. Chapter 6 : Websites and Web Applications Using Python
   1. Generate a Static Website with Markdown and Pelican 00:07:49
   2. Customizing Your Static Website with Jinja2 Templates 00:08:39
   3. Deploying Your First Web Server with Flask 00:09:39