
Half Stack Data Science
"Half Stack Data Science" is a podcast by David Asboth and Shaun McGirr about the realities of Data Science in the enterprise business world.
Latest episodes

Jul 24, 2020 • 1h 5min
S2E1 - Andrea Jones-Rooy
In the first episode of season 2, "The Orthogonals", Shaun and David speak to Andrea Jones-Rooy.
Andrea is a social scientist specializing in complexity. She has written a book and several research papers on complex systems, and regularly contributes articles to media outlets on (you guessed it!) complexity — plus data science, international relations, diversity, and uncertainty. She is also a standup comedian and circus performer. The whole thing is confusing, but basically she’ll do whatever it takes to get people to pay attention to social science & complexity. Andrea earned her Ph.D. in Political Science at the University of Michigan, Ann Arbor.
We discussed why you shouldn't do a political science PhD to become a data scientist, how a political science PhD will benefit you in data science if you happen to have one, finishing a PhD thesis in a Thai restaurant, and what skills are missing from most data science courses and what to do about it.

Jul 20, 2020 • 9min
Season 2 Teaser
In this teaser episode of the Half Stack Data Science podcast, the hosts David Asboth and dr Shaun McGirr recap the first six episodes of the podcast and introduce the upcoming season 2: The Orthogonals

Dec 17, 2018 • 48min
006: Interview with Allison Nau
In episode 6, we bring you our interview with Allison Nau, an experienced data leader previously MD of Cox Automotive Data Solutions, and prior to that Product Director at LexisNexis.
We would love your feedback on the show so far! Get in touch with us via Twitter (@davidasboth and @shaunmcgirr) or email hello@halfstackdatascience.com

Sep 23, 2018 • 23min
005: Estimating Time
In this episode, David and Shaun answer the question on every stakeholder's lips: how long will this Data Science project take? Their answer may surprise you!
We would love your feedback on the show so far! Get in touch with us via Twitter (@davidasboth and @shaunmcgirr) or email hello@halfstackdatascience.com

Sep 2, 2018 • 34min
004: Getting Data
In this episode, Shaun and David talk some more about the rationale behind this podcast, and about how hard it is to get your hands on data in the first place.

Aug 20, 2018 • 35min
003: Identifying Value in Data Science
In episode 3 of the Half Stack Data Science podcast, Shaun and David talk about how to identify the value of a Data Science project. Assuming you are free from some constraints that historically hold back the progress of Data Science teams, how do you decide what to work on?

Aug 11, 2018 • 36min
002: The Insight Journey
In the second episode of the Half Stack Data Science podcast, David and Shaun talk about the strategy companies can employ to become more data-driven, using what they call "the Insight Journey".

Aug 11, 2018 • 38min
001: What is Half Stack Data Science?
In the first episode of the Half Stack Data Science, David Asboth and Dr. Shaun McGirr answer the question "what is Half Stack Data Science"?