آموزش جمع‌آوری و پردازش داده‌ها با پایتون - آخرین آپدیت

Introduction Introduction

• Introduction to the Specialization Introduction to the Specialization

• What’s New? Updates and Improvements in the Second Edition What’s New? Updates and Improvements in the Second Edition

• Welcome to Python Data Collection and Processing with Python Welcome to Python Data Collection and Processing with Python

• (Optional) How to Use the Interactive Textbook (Optional) How to Use the Interactive Textbook

• Executing Python in the Jupyter Environment Executing Python in the Jupyter Environment

Nested Data and Nested Iteration Nested Data and Nested Iteration

• Introduction Nested Data Introduction - Nested Data

• Nested Lists Nested Lists

• Nested Dictionaries Nested Dictionaries

• JSON Format and the JSON Module JSON Format and the JSON Module

• Conclusion Nested Data Conclusion - Nested Data

• Introduction Nested Iteration Introduction - Nested Iteration

• Nested Iteration Nested Iteration

• Structuring Nested Data Structuring Nested Data

• Shallow Copies Shallow Copies

• Deep Copies Deep Copies

• Extracting from Nested Data Extracting from Nested Data

• A Worked Example of Nested Iteration A Worked Example of Nested Iteration

• Conclusion: Nested Data and Nested Iteration Conclusion: Nested Data and Nested Iteration

Map, Filter, and List Comprehensions Map, Filter, and List Comprehensions

• Introduction Map and Filter Introduction - Map and Filter

• Map Map

• Filter Filter

• Conclusion Map and Filter Conclusion - Map and Filter

• Introduction List Comprehensions Introduction - List Comprehensions

• List Comprehensions List Comprehensions

• List Comprehensions Example 1 List Comprehensions Example 1

• List Comprehensions Example 2 List Comprehensions Example 2

• Conclusion List Comprehensions Conclusion - List Comprehensions

• Introduction Zip Introduction - Zip

• Zip Zip

• An Example Using Zip An Example Using Zip

• Conclusion Zip Conclusion - Zip

Internet APIs Internet APIs

• Introduction REST APIs Introduction - REST APIs

• URLs, Domain Names, and IP Addresses URLs, Domain Names, and IP Addresses

• Routing Routing

• HTTP: Behind the Scenes HTTP: Behind the Scenes

• URL Query Parameters URL Query Parameters

• REST API URLs REST API URLs

• The requests Module The requests Module

• Generating URLs with requests.get Generating URLs with requests.get

• Conclusion REST APIs Conclusion - REST APIs

• Introduction Using REST APIs Introduction - Using REST APIs

• Reading API Documentation: Datamuse Reading API Documentation: Datamuse

• Debugging Calls to requests.get Debugging Calls to requests.get

• Caching Response Content Caching Response Content

• The requests_with_caching Module The requests_with_caching Module

• Conclusion Using REST APIs Conclusion - Using REST APIs

• Introduction Practice with REST APIs Introduction - Practice with REST APIs

• iTunes API iTunes API

• flickr API flickr API

• Conclusion Practice with REST APIs Conclusion - Practice with REST APIs

• Fun with the Google Places API Fun with the Google Places API

• Running Python in Hosted Systems Running Python in Hosted Systems

• Creating Your Own API Part 1 Creating Your Own API - Part 1

• Creating Your Own API Part 2 Creating Your Own API - Part 2

• Creating Your Own API Part 3 Creating Your Own API - Part 3

• Introduction Final Course Project Introduction - Final Course Project