Data Science

Open Source Data Science Projects

WP Auto Tag is an open source data science project. I previously released the data set of blog articles used to train the model on my personal blog. And the model training code is available in my github repo.

Building the models for WP Auto Tag was a great learning experience for me, as described in my plugin launch announcement. And I wanted to make everything open source so others could learn from it, too – both by reading the code / playing with the data and by contributing to future releases.

Doing data science projects is a great way to learn new skills. That’s why I plan to refer data science students on my new professional development platform Skillenai to open source data science projects like WP Auto Tag.

Contributing to open source data science projects is as useful to senior data scientists as it is to people who aren’t even sure what a data scientist does.

If you know of any other good open source data science projects out there, please let me know so Skillenai can refer students to those as well.


Mock iPhone Review

This is a mock iPhone review to demonstrate the Automatic Tags WordPress Plugin. Notice how the article has lots of tech words, resulting in a suggested category of “Technology.”

The content below is copied from this techradar article about the best iPhones of 2020.

Apple knows people have different buying habits and so it currently sells four different lines of iPhone: iPhone 11 Pro, iPhone 11, iPhone SE and iPhone XR. Each can run the latest iOS 13 and all will be updated with the new iOS 14 and likely several versions to come after that, one of the big advantages of getting an iPhone rather than an Android device.

And here is a video of how the plugin works in the post editor.