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01:27:21 Lecture 10/28/21: ControlBurn demo +… Lecture 10/28/21: ControlBurn demo + Regularization	Lecture 10/28/21: ControlBurn demo + Regularization Zoom Recording ID: 94347618999 UUID: O8jrxuxKSBqUUUCSd5BWBg== Meeting Time: 2021-10-28T13:32:27Z model regression ridge thing regularization predictions lasso features problem alice parameter lot trees values squares kind demo class bit max From Madeleine Udell 55 plays
01:23:23 Lecture 10/21/21: Ensembles + Regularization Lecture 10/21/21: Ensembles + Regularization	Lecture 10/21/21: Ensembles + Regularization Zoom Recording ID: 94347618999 UUID: Hg/UOyaZTFGi+ub+trRDtw== Meeting Time: 2021-10-21T13:31:18Z tree trees prediction model variance models loss thing gradient bootstrap samples predictions dataset regularization error learners idea function training values From Madeleine Udell 65 plays
01:09:45 Digital Life Seminar \| Congzheng Song Digital Life Seminar \| Congzheng Song	Digital Life Seminar \| Congzheng Song model training machine models learning question attacks prediction features differential memorization adversary test accuracy predictions things provider pipeline fact task From Michael Byrne 15 plays
01:06:56 Bioengineering - Engineering the Future of… Bioengineering - Engineering the Future of Medicine, Technology, and More!	Bioengineering - Engineering the Future of Medicine, Technology, and More! Presenter: Olivia Whitmarsh formal sciences selective breeding face time 100 years tomato plant propulsion mechanism process engineering sustainable forest management switch gears huge field web service providers feel uncomfortable google assistant 1st thing top speed alan turing longer video piping flying machine side effects google intelligence biological systems great ideas biological engineering machines symptoms and signs: general moving forward great time running shoe turing test emerging technologies open heart surgery video calling wrong answer engineering concepts people thought stent remains eco friendly natural language processing software ray machine imaging technology large net google duplex genetic diversity bio physics solar panels living today image processing mechanical engineering biomedical engineering recognition software engineering design process kinematics correct predictions flying taxi english-language television programs breeding artificial intelligence cinematic techniques computer scientist promising solution weekend trip taxi cab great question human evaluate difficult concept slow motion peak forces internet marketing companies developmental psychology bio engineer systems engineering bio physicists cloud computing providers engineering design process engineering disciplines harmful side effects english-language television programming caption complete car crash power point small incision cool thing genetically modified educational psychology small cut biotechnology From Kenny Berkowitz 101 plays
01:00:28 Mathmatical Modeling of COVID II Mathmatical Modeling of COVID II	Mathmatical Modeling of COVID II age group deterministic model time delay 1st lecture daily number model structure infectious people scientific modeling health care mechanical power transmission distancing measure initial conditions mathematical modeling mathematical terminology infectious hosts econometrics decision making caption complete york city technical communication infectious compartment rate reduction social distancing hospital capacity infectious agent change parameter average number infection spread health require hospitalization sociological terminology teaching infectious disease individual level variation model building political terminology basic reproduction number exposed compartment high risk data points russian side diseases and disorders conceptual models human geography model structure assumptions large outbreak epidemiology closely linked knowledge representation model predictions homogeneous mixing infectious diseases spread infection percent confidence interval social status i.c.u. beds minute lecture educational psychology applied mathematics elections transmission chain county level left hand side statistical terminology modeling assumption demography hospital bed sociology of culture optics time period reproduction number From Dave Frank 58 plays
01:04:50 CAM Colloquium, 2012-02-24: C. Anthony Hunt - A… CAM Colloquium, 2012-02-24: C. Anthony Hunt - A Strategy to Achieve Explanatory, Networked, Mechanistic Models that Link Phenomena within and Between Biological Scales	CAM Colloquium, 2012-02-24: C. Anthony Hunt - A Strategy to Achieve Explanatory, Networked, Mechanistic Models that Link Phenomena within and Between Biological Scales Friday, February 24, 2012 253 Rhodes Hall Goal: improved, scientific, modeling and simulation methods to be used in providing deeper, medically actionable insight into phenotypic consequences… conversation anatomy biological systems problem systems eng data management biologist cybernetics prediction data sociological terminology pharmacology design of experiments biology system interaction computing terminology caption complete decision theory individual hematology research causal inference statistics demography film and video technology surface characteristic physiology level behavior predictions metrology question scientific terminology space experimental thing computer graphics philosophical terminology human geography difference applied mathematics systems theory scientific method spring 2012 systems science probability theory experiment model observation simulation measurement operations research on premise service representations american nu metal musical groups communication mediasite evaluation methods probabilities brain condition mechanism From E. Cornelius 2 plays