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Why we still need to talk about diversity in… duration 46 minutes 53 seconds Why we still need to talk about diversity in… Why we still need to talk about diversity in Physics - Dr. Jess Wade	Why we still need to talk about diversity in Physics - Dr. Jess Wade Dr. Jess Wade is a physicist who, alongside being a postdoc researcher at Imperial College London in plastic electronics, campaigns tirelessly to increase diversity in physics. One of… observational astronomy lunch time voting theory facial recognition wikimedia uk sexual harassment long time gender bias single week empiricism science teachers sensory system engage young teaching huge impact huge amount primary school big thing subjective experience women in red diversity in stem effects gender balance skills specialist science big international equality cognition family law great book women scientists big impact b.b.c. neuropsychological assessment small amount school types big study social sciences half time theory of probability distributions mental health chemistry education wikipedia g.c.s.e. bigger variance gender gap minority backgrounds represented minority medical trials marriage majority–minority relations phenomenal people school equality won $3000000.00 careers in stem stem i.b.m. high school probability theory women in stem young girl 1516 year study physics u.k. big investigation community super super depressing school terminology decision theory small time p.b.s. big challenge absolutely massive peer review astronomical imaging diversity jess wade radio waves absolutely incredible academic career massachusetts institute of technology unconscious bias stem subjects equality and diversity cognitive science scientific community early career represented minority backgrounds represented minority groups award scheme women in science mit media young people women in physics education caption complete massive massive huge shortage mit i.q. women in chemistry bullying mental health support brilliant time representation persecution book inferior information systems science department huge huge nobel prize physics conscious bias science kind girls thing scientists things schools impact bias men bunch career boys america level stereotyping amount From Ewan McAndrew 2 likes 456 plays 0 Publisher Ewan McAndrew - Wikimedian in Residence Licence Type Creative Commons - Attribution Share A Like Language English Date Created January 30th, 2019
A Probilistic View duration 3 minutes 15 seconds A Probilistic View A Probilistic View	A Probilistic View A probabilistic formulation of the linear model square probability regression analysis gaussian probabilistically general predicts regression caption complete annoyance probabilistic systems theory 2017 mosquito function iaml noise linear model theory of probability distributions equivalent statistical terminology component effects output estimate likelihood probability theory structure remember solution linear regression algorithms residuals variance problem linear model error log input inverse pseudo method optimization score task From Nigel Goddard 0 likes 3,823 plays 0 Licence Type Creative Commons - Attribution
Confidence Interval for Generalization duration 9 minutes 16 seconds Confidence Interval for Generalization Confidence Interval for Generalization	Confidence Interval for Generalization Confidence Interval for Generalization probability percent gaussian summary statistics measurement misclassified tomorrow caption complete theory of probability distributions test set question instance elementary algebra compute evaluation iaml data analysis statistical terminology number standard deviation total number unbiased estimate human communication future error probability theory error rate 100 times percent confidence interval future test true error rate future square root confidence interval variance distribution statistical deviation and dispersion minus effects error confidence interval rate instances test sets deviation root thirds times estimate testing deviations From Nigel Goddard 0 likes 4,055 plays 0 Licence Type Creative Commons - Attribution
Gaussian Naive Bayes Classifier duration 7 minutes 37 seconds Gaussian Naive Bayes Classifier Gaussian Naive Bayes Classifier	Gaussian Naive Bayes Classifier Gaussian Naive Bayes Classifier multiplying force probability number height effectively individual big number children caption complete weight specification question pretty iaml product plays set in new york city physical quantities statistical terminology histogram average child adult child libertarian theory small number probability theory individualism commerce compute remember legal terms political philosophy small variance model observation represented effects gaussian class axis adults numbers weights thing individuals parts From Nigel Goddard 6 likes 4,479 plays 0 Licence Type Creative Commons - Attribution
Independence Assumption in Naive Bayes duration 5 minutes 21 seconds Independence Assumption in Naive Bayes Independence Assumption in Naive Bayes	Independence Assumption in Naive Bayes Independence Assumption in Naive Bayes $400.00 variables probability iaml attribute philosophical terminology digit bitmap single individual consists caption complete estimating assumption black bunch pixel difficult independent product distribution number reason effects variable class compute independence assumption times probability theory classifier pixels variables bitmaps independence attributes probabilities numbers threes digits From Nigel Goddard 1 likes 3,994 plays 0 Licence Type Creative Commons - Attribution
Mutual Independence vs Conditional Independence duration 4 minutes 0 seconds Mutual Independence vs Conditional Independence Mutual Independence vs Conditional Independence	Mutual Independence vs Conditional Independence Mutual Independence vs Conditional Independence probability independent explained scene stroke weather convection event caption complete classification factor beach hidden factor iaml digit mutual independence conditional independence heat stroke translation difference class hot weather heatstroke assume dependency suppose attributes probability theory effects heat independence pixels events connection idea scotland bayes kind cases From Nigel Goddard 1 likes 3,751 plays 0 Licence Type Creative Commons - Attribution
Naive Bayes for Real-Valued Data duration 3 minutes 9 seconds Naive Bayes for Real-Valued Data Naive Bayes for Real-Valued Data	Naive Bayes for Real-Valued Data Naive Bayes for Real-Valued Data model probability number height elementary mathematics individual children caption complete theory of probability distributions weight training examples construct statistical deviation and dispersion observations probability theory centimeters iaml data analysis means statistical terminology estimation theory effects child estimate difference class individualism count quarter compute legal terms average adult prior summary statistics variance distribution estimation differentiate adults individuals thing weights examples heights width From Nigel Goddard 0 likes 3,932 plays 0 Licence Type Creative Commons - Attribution
Mathematics You'll Need duration 6 minutes 22 seconds Mathematics You'll Need Mathematics You'll Need	Mathematics You'll Need Mathematics You'll Need mathematical logarithms probability conditional number differentiation standard function filename extensions real number probability and statistics caption complete matrix abstract algebra things product rule lecture independence function iaml familiar transpose understanding plane understand effects maths matrices properties exponential language linear algebra probability theory vector algorithms elementary mathematics vectors functions probabilities rule math x. times bit From Nigel Goddard 5 likes 4,441 plays 0 Licence Type Creative Commons - Attribution