Search for tag: "training set"

6 Media

REU presentations 7/15/2020 duration 2 hours 6 minutes REU presentations 7/15/2020 REU presentations 7/15/2020	REU presentations 7/15/2020 Zoom Recording ID: 96251374359 UUID: yLMTLb7zTI6xaUPnXq0zjg== Meeting Time: 2020-07-15T13:50:58Z spot fitting interesting properties formal sciences high temperatures concepts in physics screen share chemical elements chemical kinetics long time electronic structure heat transfer metallic double thermodynamics symmetry points materials science physical property equal story physical quantities si base quantities electron fast top input file super cooling rising senior fold degeneracy electric field spot position real estate spray painting pretty cool critical exponent bright spots interference device 1st image logical insulator measurement magnetic ion great thing crystallography ray diffraction electron diffraction musical quintets quantum chemistry conceptual systems chemical properties atomic physics molten zone review process real time open training electron beam heat capacity critical excellence 1st step high quality spin orbital coupling cooper pair manganese business magnetism valence bands initial guess screen parameters training set time constant energetically favorable lanthanum palladium sulfide key thing images labeled conduction bad human intervention lead analysis symmetry magneto electric quality film learning fast bottom transition metals space group band structure phase transition entire time native element minerals quantum mechanics super doctors capacity data rates automate creating magnetic fields phase transitions face transition electron configuration experimental structure electron states energy storage palladium real property law direct material critical phenomena condensed matter physics density functional theory 1st place machine learning atomic structure lower temperature spaghetti noodles state functions crystal structure nice job computing double track material ultra high vacuum exponential decay double direct mathematical terminology caption complete single crystal constructive interference automated methods read signal renormalization group super inductor reflection high energy growth rate theoretical structure linear fit electronic band structures high energy electron fusion cells power point musical quartets rising junior precious metals neuroscience good morning critical temperature graduate student rich samples quantum espresso diffraction image analysis training site crystals sensitive materials temperature graph analysis process activation energy From James Overhiser 39 plays
Debugging machine learning duration 14 minutes 18 seconds Debugging machine learning Debugging machine learning	Debugging machine learning Zoom Recording ID: 8760640863 UUID: Is4wXVCpTKmQ6wPL/emKNQ== Meeting Time: 2020-04-27T15:30:51Z training lost underfeeding concepts in physics approximation class distinction caption complete overfitting thought validation accuracy economics terminology gradient interesting increase microeconomics hypothesis class scientific method evaluation activities training data step size marketing training accuracy training set observe hypothesis model semantics training legal terms natural philosophy cognition iteration machine learning hypotheses critical thinking optimization decreasing distribution validation philosophy of science From Bharath Hariharan 132 plays
Intro ML III - Empirical Risk Minimization duration 38 minutes 12 seconds Intro ML III - Empirical Risk Minimization Intro ML III - Empirical Risk Minimization	Intro ML III - Empirical Risk Minimization Zoom Recording ID: 8760640863 UUID: 7o5/WzYeQ9qXKZDacW5USg== Meeting Time: 2020-04-26T21:58:22Z concepts in metaphysics loss function conditional distribution mathematical terminology probability distribution measurement abstract art contemporary art caption complete training separate cosmopolitan species randomly sample decision boundary means 3000 people random sample probability distributions full distribution garden features probability theory scientific method sequenced genomes single biggest thing average height statistical terminology sample lots human geography financial risk hypothesis statistical inference expected loss 1st thing training center ontology average loss true distribution data point training smaller training embedded good risk western art machine learning thought mental structures demography training set good estimate expected risk philosophy of science From Bharath Hariharan 290 plays
Intro ML II - (Stochastic) Gradient Descent duration 45 minutes 32 seconds Intro ML II - (Stochastic) Gradient Descent Intro ML II - (Stochastic) Gradient Descent	Intro ML II - (Stochastic) Gradient Descent Zoom Recording ID: 8760640863 UUID: u8EViBtWSpqx0LZw4ZbeLQ== Meeting Time: 2020-04-23T15:22:31Z training data set computer data true gradient point concepts in physics approximation imagination cybernetics learning negative rating caption complete types of functions gradient means web colors randomly sample computer vision negative direction computer science scientific method artificial intelligence function true liberal true label statistical terminology random number optimization problem small step financial risk opposite direction hypothesis waves simple function functions and mappings semantics data point average loss global minimum condensed matter physics estimation theory geometry linear algebra vector calculus machine learning thought entire dataset mental structures linear operators in calculus training set philosophy of science expected risk dot product From Bharath Hariharan 350 plays
Intro ML I - Framing the problem duration 50 minutes 53 seconds Intro ML I - Framing the problem Intro ML I - Framing the problem	Intro ML I - Framing the problem Zoom Recording ID: 8760640863 UUID: g5UgMq0DQcWoPHsejiECtw== Meeting Time: 2020-04-22T14:30:54Z computer data probability point image conditional distribution zero cybernetics learning data mining image classification training image image processing decision theory caption complete means oral communication label enormous number hyper plane hypothesis class scientific method define fit function training data class classification true liberal true label test image photography object classification systems point lies american male singers high dimensional space data point average loss educational psychology linear algebra machine learning data set mental structures statistical terminology training set probability theory vision philosophy of science From Bharath Hariharan 245 plays
20191030_CIDA Research Innovation Fund… duration 13 minutes 5 seconds 20191030_CIDA Research Innovation Fund… 20191030_CIDA Research Innovation Fund Awardees_May 2019.mp4	20191030_CIDA Research Innovation Fund Awardees_May 2019.mp4 supply chain neural networks optimal solution color carbon dioxide philosophical terminology challenges cybernetics 3rd solution learning technology neural network recognition medical terminology supply chain management management human pregnancy virtual reality question integration environmentally optimal solution computer vision computer science future systems objective center system caption complete students breakdowns understanding framework understand inorganic solvents fluorescent plants chemical processes training set machine learning approach solution experience machine learning informative economic analysis solutions From Matt Gorney 8 plays