May 2022
Showing 6 Result(s)
Interpretable Machine Learning
Below are links to some of my projects using interpretable machine learning for my various interests. Predicting MLB Pitcher Strikeouts and Interpreting Predictions Video – link goes to my youtube channel
Forecasting Projects
Below are links to some of my forecasting projects, most with code included. Exploratory Data Analysis of Time Series Building Basic Forecasting Models Forecasting Skiing Speed Video – link goes to my youtube channel Forecasting Brewing Supplies Video with my forecasting app – link goes to my youtube channel
Forecasting: Building A Base Model
James Young Packages Used Purpose In the last article we completed an EDA of the sales data and determined it was most likely in units sold rather than dollars and that the data had a hierarchical and grouped nature. Here we will forecast at the dept_id crossed with state_id level. That will allow us to …
Forecasting: Exploratory Data Analysis
Forecasting EDA James Young Summary This notebook demonstrates an example exploratory data analaysis that would be conducted at the start of a forecasting project, that is, after the data has been gathered, cleaned, and verified to be accurate. First, we want to learn what it is we are forecasting. We want to learn the dimensions …