Jake HuneycuttHow Covid-19 Under-testing is Influencing Our Perception of RealityAn under-explored aspect of Covid-19 data is the impact of testing. As it turns out, testing may be influencing our perception on the…Apr 1, 2020Apr 1, 2020
Jake HuneycuttinTowards Data ScienceAn Introduction to ScalaWelcome to the first article in my multi-part series on Scala. This tutorial is designed as a precursor to learning Apache Spark.Nov 12, 2018Nov 12, 2018
Jake HuneycuttinGood AudienceYOLO Object Detection Walkthrough for the RSNA Pneumonia Detection ChallengeLast month, the RSNA Pnemonia Detection Challenge was launched on Kaggle. The goal is to predict pneumonia-related lung opacities, along…Oct 3, 20182Oct 3, 20182
Jake HuneycuttQuantitative Data Exploration for Regression in Python (Ames Housing Dataset)Python is a very powerful tool for data. The Pandas library is spectacular for data analysis and there are many excellent visual libraries…Aug 17, 2018Aug 17, 2018
Jake HuneycuttinTowards Data ScienceAn Introduction to Clustering Algorithms in PythonIn data science, we often think about how to use data to make predictions on new data points. This is called “supervised learning.”…May 29, 201811May 29, 201811
Jake HuneycuttImplementing a Random Forest Classification Model in PythonRandom forests algorithms are used for classification and regression. The random forest is an ensemble learning method, composed of…May 18, 20186May 18, 20186
Jake HuneycuttinTowards Data ScienceAdjusting Prices for Inflation in Python with Pandas MergeFor several years, I managed a small, start-up investment fund. While Wall Street analysts typically look back only a year or two when…May 15, 2018May 15, 2018
Jake HuneycuttinTowards Data ScienceRunning Chi-Square Tests with Die Roll Data in PythonSometime in the early part of this decade, I caught onto the board gaming craze. Every month or so, I’d scour through BoardGameGeek’s…May 7, 20183May 7, 20183
Jake HuneycuttMatrix Multiplication in R and PythonPython and R are the go-to languages for many in data science and machine learning. In this article, we’ll take a look at matrix creation…Apr 27, 2018Apr 27, 2018
Jake HuneycuttConvert LaTeX into HTML with MathJaxLaTeX (pronounced LAY-tek) is a high-quality typesetting and document preparation system, primarily used in academia. You can create LaTeX…Apr 26, 20182Apr 26, 20182