Machine Learning Foundations: Algebra, Calculus, Statistics & Computer Science

The Leek group guide to data sharing

Jupyter Magic commands for accessing Db2 data

Db2 JSON Examples using Jupyter Notebooks

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

Links to materials from tutorials (and hopefully talks) from useR 2019

Materials for the workshop on Text Mining for Learning Content Analysis at Learning Analytics Summer Institute (LASI'19)

Text and supporting code for Think Stats, 2nd Edition

Python Bootcamp for Learning Analytics Practioners

GloVe model for distributed word representation

Course materials for the Coursera MOOC: Applied Plotting, Charting & Data Representation in Python from University of Michigan, Course 2 of the Applied Data Science with Python Specialization

R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks

🌎 machine learning algorithms tutorials (mainly in Python3)

Compiled Notes for all 9 courses in the Coursera Data Science Specialization

Processing data from the Early Childhood Longitudinal Study (ECLS)

OpenSDP data visualization tutorials in R for education data analysts, including R Shiny tutorial

Code I use in my blog posts.

Simple starting point website project based upon Initializr

Practice assignment for the R programming class on Coursera

A data product is the production output from a statistical analysis. Data products automate complex analysis tasks or use technology to expand the utility of a data informed model, algorithm or inf…

Anonymized versions of the discussion threads from the forums of 60 Coursera MOOCs