Free Udemy Courses

Build a Streaming Twitter Filter with Python and Redis – Free Udemy Courses

Build a Streaming Twitter Filter with Python and Redis - Free Udemy Courses
Build a Streaming Twitter Filter with Python and Redis - Free Udemy Courses

Build a Streaming Twitter Filter with Python and Redis – Free Udemy Courses

Learn how to use Twitter’s Streaming API, Redis, and Flask together.

What you’ll learn

Build a Streaming Twitter Filter with Python and Redis – Free Udemy Courses

  • Learn how to use Tweepy to interact with Twitter’s API
  • Learn how to use Redis to set up a local key-value store
  • Learn about sentiment analysis
  • Learn how to pre-process and format data in Python
  • Learn how to display data from Redis via Flask and Jinga2

Requirements

  • Understanding of Python and web development

Description

This video series will walk through building a streaming Twitter filter using Python and Redis.

Here is a synopsis of each video:

  1. Talks about the project and data pipeline
  2. Show how to ingest the Twitter stream
  3. Explain sentiment analysis and how to do it using Python
  4. Explain Redis and show how to set up a local server
  5. Design a pen & paper mockup, then convert it to front-end code
  6. Prepare a custom Python class to preprocess and format data fields
  7. Build a simple Flask server to combine all the code so far
  8. Explores further improvements to the pipeline

Who this course is for:

  • Intermediate programmers who are interested in data engineering
Get Course Now



Categories



Categories






Categories