Samples of  Machine Learning Guides for Engineers

Analysis of COVID Citations and Income 

Exploration of data correlations between COVID citations, death rates, unvaccinated rates, and median income. 

Classification of News Articles

Build machine learning models to classify a small sample of 2072 news articles based on words used in the articles

Clustering of Images and Articles

Build machine learning models to classify a small sample of 7882 images and articles based on features.

Samples of End User Education 

User Training Using Excel and Azure Tools

While it takes an engineer to produce data sets out of the oceans of data available today, users should be able work with that data.
This overview breaks down the critical areas users need to know to work closely with their data scientists.

VLookup: A Common Excel Function 

There are tools every user should know today.

Excel is one of those tools. 

 Using VLookup is one area that makes the user faster and wiser with just a few minutes of attention to detail. 

Essential User Skill: Data Modeling

If you can't find how one set of data relates to another, you have a big problem answering any question.
This essential skill is not hard to grasp, but everyone must learn how to do it. Otherwise, it creates terrible decisions.