Build a Streaming Twitter Filter with Python and Redis
- Understanding of Python and web development
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 setup a local server
Design a pen & paper mockup, then convert 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
- 11:58Twitter Stream
- 08:01Design & Front-end Development
- 10:22Sentiment Analysis
- 14:27Redis Server
- 04:27Data Formatting
- 07:22Flask Server
- 02:44Next Steps
I am a Curriculum Engineer at K2 Data Science. I build instructional material and example projects for the data science course. I'm currently working with data engineering professionals to build a course teaching distributed processing and computing.
Previously, I worked as a data science and software engineering consultant. I started my career in distressed private equity.