Teaching

The following items are either links to course sites or are documents useful in my teaching.

AU CORE 105 Big Data, Bias, and Justice for All

A Complex Problems Seminar

Instead of eliminating the effects of human bias, naive algorithms empowered by big data can perpetuate and accentuate them. Big data often hides historical biases in its…

AU DATA 413/613 Data Science

Develop students as members of a data science professional community able to strategize about and solve diverse, complex problems in an efficient and reproducible manner by…

AU DATA 793 Data Science Practicum

This course serves as the primary capstone option for the Data Science (MS) program and provides an important bridge between the academic setting and the professional world.…

AU STAT 427/627 Statistical Machine Learning

Introduce statistical machine learning concepts, models, and algorithms so students can apply the appropriate methods, algorithms and tools to understand data through…

Podcasts I Like

Podcasts provide a variety of perspectives on topics in data science. These are some of my favorites about data science or random topics of interest.

Using Git, GitHub, and GitHub Classroom for Courses

Suggestions for Instructors

Git, GitHub, and GitHub Classroom can work together when teaching Data Science or other software-intensive courses.