InfiniteCuriosity

An-Introduction-To-Statistical-Learning

Working through all the exercises for An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani.

Applied_Predictive_Modeling

This is where I'll work through the lessons and exercises in the book Applied Predictive Modeling by Max Kuhn and Kyjell Johnson

caret

Practice learning and using the caret package in R

Data_Science_Example-The_Diamond_Store

This is a comprehensive example of data science using a very broad range of tools, to model sales in a diamond store

Deep_Learning_with_Python

Ensembles

Four functions to automate the entire data science process

forecasting_example

forecasting_jobs

Time series modeling to forecast jobs in a wide range of categories

Forecasting_Principles_and_Practice

Lessons and exercises for the book Forecasting Principles and Practice by Rob J. Hyndman and George Athanasopoulos

InfiniteCuriosity

Config files for my GitHub profile.

HighestAccuracy

Repositories and files from my blog, https://www.dataaip.com/highestaccuracy

libminer

Explore Your R Libraries

Machine_Learning_with_Scikit-Learn_Keras_and_TensorFlow

Working through the book Machine Learning with Scikit-Learn, Keras and TensorFlow

Making_R_Packages

Working my way through the book R-Packages by Hadley Wickham and Jenny Bryan

My-machine-learning-templates

This is where I'll post my machine learning templates that I've created

Pandas-for-Everyone

Working through the book and exercises Pandas for Everyone by Daniel Chen

PHP-and-MySQL-for-Dynamic-Websites

This is where I'll store files as I work through the book PHP and MySQL for Dynamic Websites by Larry Ullman

practice_with_git

predicting_labor

This will aggregate the data from the Bureau of Labor Statistics and other labor reports to predict labor numbers in the United States.

Predicting_Labor_Changes

We will make predictive models of labor changes, and report on the ones with the more accurate performance

quartotemplate

Quarto_Template

R_for_data_science

Working through the book R for Data Science by Hadley Wickham and Garrett Grolemund

Reports_I_have_written

These are examples of the quality of graphic design I bring to report writing. One of my professors at Northwestern University said the Wine Data Analysis was so well done that it could be presented to the CEO and Board of Directors. The quality of graphic design means a lot to me, and these examples highlight what can be done in terms of excellent graphic design when applied to data science.

Scikit-Learn_master_class

Working through the Scikit-Learn course at https://inria.github.io/scikit-learn-mooc/index.html#

Shiny

This is where I'll store files to demonstrate skills making interactive data visualizations using Shiny

strongestpredictor

Repositories from my blog posts at www.dataaip.com/strongestpredictor

Tableau

This is where I'll store links to my visualizations made using Tableau Public

templatedemo

Checking how to export a template from an R package

Text_Mining_With_R

Working through the excellent book, Text Mining with R by Julia Silge and David Robinson

tidy-models

My solutions to the book Tidy Modeling with R, at the website https://www.tmwr.org