by Ednalyn C. De Dios | Aug 10, 2022 | Data Science, NLP
A beginner’s guide to PyCaret’s natural language processing module I’ve said it before, and I’ll say it again, “the quicker we get from data to insights, the better off we will be.” PyCaret helps us with this. With a few lines of Python, it helps get us to insights a...
by Ednalyn C. De Dios | Aug 20, 2020 | Data Science, NLP
For adventurous beginners in NLP. For this project, we’ll be using PyCaret: PyCaret is an open source, low-code machine learning library in Python that allows you to go from preparing your data to deploying your model within seconds in your choice of notebook...
by Ednalyn C. De Dios | Jun 7, 2020 | Data Science, NLP
I remember a brief conversation with my boss’ boss a while back. He said that he wouldn’t be impressed if somebody in the company built a face recognition tool from scratch because, and I quote, “Guess what? There’s an API for that.” He then goes on about the futility...
by Ednalyn C. De Dios | Jun 3, 2020 | Data Science, NLP
Exploring the Trump Twitter Archive with spaCy. In a previous post, we set out to explore the dataset provided by the Trump Twitter Archive. My initial goal was to do something fun by using a very interesting dataset. However, it didn’t quite turn out that way. On...
by Ednalyn C. De Dios | Jun 1, 2020 | Data Science, NLP
Exploring the Trump Twitter Archive with Python. For beginners. In this post, we’ll explore the dataset provided by the Trump Twitter Archive. My goal was to do something fun by using a very interesting dataset. However, as it turned out, exposure to Trump’s...
by Ednalyn C. De Dios | May 27, 2020 | Data Science, NLP
An early attempt of using networkx to visualize the results of natural language processing. I do a lot of natural language processing and usually, the results are pretty boring to the eye. When I learned about network graphs, it got me thinking, why not use keywords...
