Data Science Ethics Podcast
Latest Episodes
Predicting Mortality
Episode 27: Predicting Mortality – Show Notes Death comes for us all. Even for kings he comes. Robert Bolt Researchers in the UK have been able to vastly improve the capabilities to predict an early death for middle-aged patients.
Citizenship, Privacy, and the 2020 Census
Episode 26 – Citizenship, Privacy, and the 2020 Census Show Notes The US Census happens every ten years and provides the basis for democratic representation, federal fund distribution, and swaths of research. But this time,
US GDPR Coming Soon?
Episode 25 – US GDPR Show Notes Data scientists in many industries rely on personal data to develop models and make decisions. They can gather data from third parties, the internet, internal sources, and more to amass a stockpile of information on whic...
Preventing Fake News
Episode 24: Preventing Fake News – Show Notes Researchers at OpenAI have made amazing breakthroughs in natural language processing in the creation and interpretation of content. So amazing, in fact, that they have elected to withhold the full version f...
AI Has Americans Worried
Episode 23: Concerns About AI – Show Notes Horror stories of AI gone mad are everywhere in science fiction – but are they likely to become reality? Many Americans now believe so. Based on a recent Vox article covering a study from the University of Oxf...
Protect Privacy
Episode 22: Protect Privacy – Show Notes IT are not the only ones responsible to protect privacy of data. Data scientists share this burden as they search for, collect, store, utilize, and share vast amounts of information. In this episode,
Fair Fares? How airlines get away with differential pricing
Episode 21: Differential Pricing in Opaque Markets – Show Notes Why do some people pay $120 and others pay $650 for a seat on the same airplane? Or the same car insurance policy? Differential pricing is everywhere but it is especially prevalent in opaq...
Price Discrimination in Retail
Episode 20: Price Discrimination in Retail – Show Notes Price discrimination is when companies show different prices to different customers based on what each customer is willing to pay. For many retailers,
Proxy Variables
Episode 19: Proxy Variables – Show Notes This quick, informational segment introduces the concept of proxy variables. In short, proxy variables are data elements used in place of something that may be more pertinent but also more difficult to measure.
Train Transparently
Episode 18: Train Transparently – Show Notes As algorithms are created and unleashed upon the world, it is crucial to understand not only what they are but how they came to be. The best way to accomplish this before chaos is wreaked is to train transpa...