Data and Science with Glen Wright Colopy is a podcast covering critical scientific reasoning, particularly from a data science / machine learning / statistics perspective. Episodes typically focus on understanding of how to be better scientists and critical thinkers for the practical purpose of being a better data scientists. Previously called: ”Pod of Asclepius”
Episodes
Wednesday Sep 23, 2020
Wednesday Sep 23, 2020
Philosophy of Data Science Series
Session 1: Scientific Reasoning for Practical Data Science
Episode 1: Critical Reasoning in Medical Machine Learning
Data science in medicine and healthcare requires not only algorithmic and statistical knowledge but also a strong appreciation of the clinical environment in which (i) the data is being collected and (ii) the algorithm will be used. I'll showcase a scenario where a machine learning system failed to perform a "simple" clinical task and how critical reasoning was used to resolve the problem.
Guest-host Kristin Morgan (University of Connecticut) joins us to lead the discussion in how this example is applicable to the broader field of biomedical data science.
This is...
Session 1: Scientific Reasoning for Practical Data Science
Episode 1: Critical Reasoning in Medical Machine Learning
Watch it on... YouTube: https://youtu.be/o5YmdoCiyug
Podbean:
Coming up next week: Applying Scientific Reasoning to Statistical Practice with Andrew Gelman (Columbia University)
We're always happy to hear your feedback and ideas - just post it in the YouTube comment section to start a conversation.
Thank you for your time and support of the series!
Comments (0)
To leave or reply to comments, please download free Podbean or
No Comments
To leave or reply to comments,
please download free Podbean App.