blog

Auto-Label Biomedical Terms with BioBert/BERN Api

Here we will use the BERN Api that uses the pre-trained bioBert NLP model to automatically identify and label each biomedical term in a...

Movie Recommender

This is fully published on GitHub-pages HERE. The git repository is HERE

Open AI GPT-3 Examples

This is fully published on GitHub-pages HERE. The git repository is HERE

How to Use GPT-3

Find the actual code on my github HERE NOTE: I believe the double response has to do with my use of nbdev which is how this...

Decent Espresso Machines Random Forest ML YouTube Recommendations Pt 1

Below is a breakdown of a Random Forest model trained to predict whether or not a youtube user will comment on the Decent Espresso...

Decent Espresso Machine Youtube Competition by Subscriber/Commenter Analysis

Decent Espresso Machine Youtube Competition by Subscriber/Commenter Analysis

Machine Learning & Youtube API: Targeted Youtube Growth Via Topics Your Viewers Want Next

Find the Detailed code here on my github : Here I show how to create wordclouds from the top viewed videos. Not just any top viewed...

StrataScratch Customer Insights: Youtube API & a little NLP.

Here is a little video I made of insights that can be found by using the Youtube API. I learned how to use it from the youtube channel...

Leading with Generosity using Jocko Willink and Seth Godin

Jocko Willink: Lead up and down the chain of command. Just because you are not in a position of leadership does not mean you cannot...

Youngkin V. McAuliffe: RealClearPolitics.com Vs Tweets

Find full code on my Github. Glenn Younkin(R) pulls ahead in the poll (Real Clear Politics) on 10/23. On Twitter, Younkin pulls ahead on...

CODE: Real Clear Politics Scraper

python csv scraper for Real Clear Politics website

Machine Learning: Hand-Labeled Test Sets

When I first started training models after the FAST.ai course I wasn't sure how much it was necessary to actually test things. I still...

Iterate: Build Back Better Spending Bill

As part of learning, I find it important to reuse your skills from one project on another similar project. Here are the top hashtags...

Youngkin VS McAuliffe: Hashtag Tweets

An overly simplified way to track candidate polarity(Better AI version next). Virginians ONLY! Here is the mean average polarity of...

Daily Auto-updates: Most Popular Hashtags VA Governors Race

Here I've been using Tweepy to upload 24,000 tweets per day in hopes of predicting who will win on Nov 2nd 2021. Below is from VA...

The CODE: Tweepy Tweet to DataFrame Downloader

Download tweets using Tweepy with the Twitter API and turn into a Pandas DataFrame for Data Science and AI:

Code: FastAI ULMFit Transfer Learning: WikiText-103 to Twitter

THE CODE: Using Machine Learning to Detect Homophobic Social Media Posts:

See a copy and paste version on my GitHub page. See a version of the project plan on my Website.

Using Machine Learning to Detect Homophobic Social Media Posts:

A possible strategy to create a simple language classifier that will rate social media posts as homophobic or not. Note: I am currently...

Covid County Stats for My Fam: no longer updated.

I've been tinkering with Tableau and created a better Covid Stats "Story" for my family's different counties. This version is cool...