40 min listen
Ruda Zhang | Math-Science Duality
Ruda Zhang | Math-Science Duality
ratings:
Length:
83 minutes
Released:
Apr 13, 2022
Format:
Podcast episode
Description
Ruda Zhang | Math-Science Duality
Watch it on...
Youtube: https://youtu.be/GoDwen-RGZg
Podbean: https://dataandsciencepodcast.podbean.com/e/ruda-zhang-math-science-duality/
Statistics is thought to reside at the interface of science and mathematics. Ruda Zhang (Duke University) discusses the friction at this interface and the role that both mathematical formalism & observational/data-driven intuition play in scientific discovery. A great topic for anyone interested in statistics' role in scientific discovery.
#datascience #ai #science #mathematics
Topic List
00:00 COMING UP...
2:44 Ruda Zhang's compendium of cool ideas + a Gaussian process PSA
7:08 Is intuition undervalued in scientific research?
10:16 Mathematics vs observational science. Rigor vs intuition.
14:07 Intuition & discovery precedes mathematical rigor
21:58 Mathematics vs empirical science & the complexity of induction
30:24 Abstract thinking & the cost/benefit of discovery
37:25 The efficient frontier / Pareto Front of knowledge
42:55 Pragmatism and competence
50:24 Math /science dualism
1:15:52 AI making scientific discoveries
1:19:15 Statistical & scientific debate
Watch it on...
Youtube: https://youtu.be/GoDwen-RGZg
Podbean: https://dataandsciencepodcast.podbean.com/e/ruda-zhang-math-science-duality/
Statistics is thought to reside at the interface of science and mathematics. Ruda Zhang (Duke University) discusses the friction at this interface and the role that both mathematical formalism & observational/data-driven intuition play in scientific discovery. A great topic for anyone interested in statistics' role in scientific discovery.
#datascience #ai #science #mathematics
Topic List
00:00 COMING UP...
2:44 Ruda Zhang's compendium of cool ideas + a Gaussian process PSA
7:08 Is intuition undervalued in scientific research?
10:16 Mathematics vs observational science. Rigor vs intuition.
14:07 Intuition & discovery precedes mathematical rigor
21:58 Mathematics vs empirical science & the complexity of induction
30:24 Abstract thinking & the cost/benefit of discovery
37:25 The efficient frontier / Pareto Front of knowledge
42:55 Pragmatism and competence
50:24 Math /science dualism
1:15:52 AI making scientific discoveries
1:19:15 Statistical & scientific debate
Released:
Apr 13, 2022
Format:
Podcast episode
Titles in the series (88)
S00 Ep01 Pt 1: Gaussian Processes for Identifying the Deteriorating Patient: Part 1 of a two part episode with yours truly, discussing personalized probabilistic patient monitoring. In this part Glen talks about Gaussian Processes for Identifying the Deteriorating Patient. The second part of this 2 part episode will describe a n... by Data & Science with Glen Wright Colopy