با برنامه Player FM !
#8: Eric Davis – Building Better Data Models
Manage episode 290052637 series 2824530
Dr. Eric Davis walks us through what it means for a data model to be trustworthy, what common pitfalls predictive models run into, reproducibility issues, and what can be done. We chat about how subject area experts are expected to be many things: statisticians, computer scientists, and mathematicians, and how that can sometimes lead to mistakes. We also look at the COVID-19 pandemic and how data models affect decision-making.
https://www.imagwiki.nibib.nih.gov/ https://www.imagwiki.nibib.nih.gov/content/committee-credible-practice-modeling-simulation-healthcare-description https://www.biorxiv.org/content/10.1101/2020.08.07.239855v1 https://www.imagwiki.nibib.nih.gov/content/10-simple-rules-conformance-rubric
You can watch this episode on our Youtube Channel: https://youtube.com/c/BuildingBetterSystemsPodcast
Joey Dodds: https://galois.com/team/joey-dodds/
Shpat Morina: https://galois.com/team/shpat-morina/
Eric Davis: https://galois.com/team/eric-davis/
Galois, Inc.: https://galois.com/
Contact us: podcast@galois.com
22 قسمت
Manage episode 290052637 series 2824530
Dr. Eric Davis walks us through what it means for a data model to be trustworthy, what common pitfalls predictive models run into, reproducibility issues, and what can be done. We chat about how subject area experts are expected to be many things: statisticians, computer scientists, and mathematicians, and how that can sometimes lead to mistakes. We also look at the COVID-19 pandemic and how data models affect decision-making.
https://www.imagwiki.nibib.nih.gov/ https://www.imagwiki.nibib.nih.gov/content/committee-credible-practice-modeling-simulation-healthcare-description https://www.biorxiv.org/content/10.1101/2020.08.07.239855v1 https://www.imagwiki.nibib.nih.gov/content/10-simple-rules-conformance-rubric
You can watch this episode on our Youtube Channel: https://youtube.com/c/BuildingBetterSystemsPodcast
Joey Dodds: https://galois.com/team/joey-dodds/
Shpat Morina: https://galois.com/team/shpat-morina/
Eric Davis: https://galois.com/team/eric-davis/
Galois, Inc.: https://galois.com/
Contact us: podcast@galois.com
22 قسمت
همه قسمت ها
×به Player FM خوش آمدید!
Player FM در سراسر وب را برای یافتن پادکست های با کیفیت اسکن می کند تا همین الان لذت ببرید. این بهترین برنامه ی پادکست است که در اندروید، آیفون و وب کار می کند. ثبت نام کنید تا اشتراک های شما در بین دستگاه های مختلف همگام سازی شود.