EricOut-of-Sample Forecasts with Time Series DataWe’ll look at some historical housing prices for zipcode 79907 from 1996 to 2018 for our time series analysis. We start off with the…Mar 18, 2021Mar 18, 2021
EricHow to scrape table data from a website“Scraping” website data is a technique used to gather information from a website without having to visit the site or physically copying…Mar 18, 2021Mar 18, 2021
Eric3 ways to check for time series stationarityStationarity is when the time series being examined has a constant mean, standard deviation, and covariance over time. Time series data…Mar 2, 2021Mar 2, 2021
EricOne Quick Method to Find Optimal Model HyperParametersLet’s start off with the premise that the data preparation groundwork is complete and you’ve separated your data into features…Jan 27, 2021Jan 27, 2021
Eric3 Visualizations You Should Use With Multivariate Linear RegressionWhen creating a linear regression model with multiple predictors, there are important considerations to factor into your analysis. I’ve…Oct 1, 2020Oct 1, 2020
EricExploratory Data Analysis Walk-Through: Part 3We’ll wrap our our EDA walk-through with some final questions a summary of our analysis. (View Part 1 and Part 2)Aug 24, 2020Aug 24, 2020
EricExploratory Data Analysis Walk-Through: Part 2We started with the initial premise that a big company is looking to start a new movie studio and we have been tasked to provide data…Aug 24, 2020Aug 24, 2020
EricExploratory Data Analysis Walk-Through: Part 1An example EDA analysis with visualizations and presentation slide deck.Aug 24, 2020Aug 24, 2020
Eric4 stages to learning something new.This blog will serve as a journal of my venture into the field of data science — I will write about data science concepts I learn and…Jul 26, 2020Jul 26, 2020
