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:
- Talks about the project and data pipeline
- Show how to ingest the Twitter stream
- Explain sentiment analysis and how to do it using Python
- Explain Redis and show how to set up a local server
- Design a pen & paper mockup, then convert it to front-end code
- Prepare a custom Python class to preprocess and format data fields
- Build a simple Flask server to combine all the code so far
- Explores further improvements to the pipeline
Who this course is for:
- Intermediate programmers who are interested in data engineering
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