Tim Ferris Podcast Transcript NLP Project

Dataset: The Tim Ferriss Show Transcripts

What is the problem you are attempting to solve?

Access knowledge from Tim Ferriss Show Podcast fast whenever you need it

The thing is, you listen to a lot of podcasts of the Tim Ferriss Show and there are a lot of things in there you would like to apply to your life but you mostly forget about it after some while. Sometimes you are in a specific situation or you have a challenge to tackle and you ask yourself “What would Tim Ferris and his tribe of mentors do here? But you cannot remember anything and let this question unanswered.

Content

1. Topic modeling and extraction
2. Clustering podcasts with K-Means
3. Build basic QnA model

Project Setup

Using venv:

1. $ source venv-timNlp/bin/activate
2. $ deactivate

Starting Jupyter Notebooks

• $ jupyter notebook