Joe McHughAn Overview of Different Time Series Models for ForecastingWhen one wants to start predicting the future, it must come as no surprise that one must deal with time. This is the essence of time…Sep 11, 2020Sep 11, 2020
Joe McHughPredicting Heart Failure Part II: Preprocessing the DataLast week we created a simple classification model and tuned it to predict whether or not a patient would suffer heart failure, without…Sep 8, 2020Sep 8, 2020
Joe McHughPredicting Heart Failure: Hyperparameter Tuning with GridSearch in PythonIn this tutorial, I will demonstrate how to hyperparameter tune two models. Each model has been trained to predict whether or not a…Aug 24, 2020Aug 24, 2020
Joe McHughSmoothing Time Series in Python: A Walkthrough with Covid-19 DataThis will be a brief tutorial highlighting how to code moving averages in python for time series. More complicated techniques such as…Aug 18, 20203Aug 18, 20203
Joe McHughSyntax for SeabornHistorically, Matplotlib is the typical visualization package used in python, but there’s another package which I personally never use…May 1, 2020May 1, 2020
Joe McHughCredit Risk Modeling: An Application for Machine LearningThe Need for Improved Credit Risk Modeling:Apr 28, 2020Apr 28, 2020
Joe McHughPredicting Hotel CancellationsWe all know the feeling, after borrowing tens of millions of dollars to start our five-star hotel chain and painstakingly setting up a…Apr 8, 2020Apr 8, 2020
Joe McHughA method to using Git for Learn.co lessonsThe easiest way to learn the mystery that is Git is to create a flow, or a method to repeat mindlessly over and over again. Hopefully, if…Mar 18, 2020Mar 18, 2020