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Patrick Singleton 2020 REU final presentation duration 14 minutes 23 seconds Patrick Singleton 2020 REU final presentation Patrick Singleton 2020 REU final presentation	Patrick Singleton 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: fKT+tB9xS9G0Vwu20ZfE7Q== Meeting Time: 2020-08-06T16:51:44Z bigger nozzle cad design metal flanges birth rate chemical elements higher order individual atoms long time knowledge symmetry break lattice constant reducing agents materials science sad moment group rates pro camera m.b. system concepts in physics time scale scale ability electron arc shape waiting room substrate electron count oxygen charge carriers 120 degrees crystal growth rotation averaging theoretical structure effective communication anions general manager measurement crystallography ray diffraction musical quintets open source program fluid dynamics cell biology inorganic chemistry lower angles chemical properties atomic physics actual data spintronics conditions existing nozzle spray painting emerging technologies data points high quality constructive voltage bias magazines published in new york city properties mechanical engineer computational neuroscience length interesting 333 peaks stainless steel intensity signal symmetry bad conditions molecular beam and uncertainty wonderful thing thin film learning bias voltage transition metals higher quality images drama anime and manga band structure temperature abstract algebra mechanical parts linear equations rates fluid mechanics pattern formation artificial intelligence ultra high machine learning algorithm experimental structure painting techniques physical quantities systematic oxygen rich samples 1st place machine learning atomic structure red box shaped nozzle transition temperature inch diameter demonstrate metal organic lower shaft energy levels sample symmetry breaking crystals neural network caption complete information finalized designs single crystal good thing periodic table application green dot growth rate precursor gas circles literature fusion cells musical quartets equal story demonstrating elementary geometry electronic properties structure dotted lines unsupported courts fusion cell scripting languages diffraction exponential decay inch wafer rotational symmetry consistency thermodynamic properties From James Overhiser 37 plays
Chase Hanson 2020 REU final presentation duration 16 minutes 9 seconds Chase Hanson 2020 REU final presentation Chase Hanson 2020 REU final presentation	Chase Hanson 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: fKT+tB9xS9G0Vwu20ZfE7Q== Meeting Time: 2020-08-06T16:51:44Z bigger nozzle cad design metal flanges birth rate chemical elements higher order individual atoms long time knowledge symmetry break stainless steel reducing agents materials science sad moment group rates pro camera m.b. system time scale scale ability electron arc shape compound waiting room condensed matter physics electron count charge carriers 120 degrees crystal growth rotation averaging theoretical structure effective communication anions general manager measurement crystallography ray diffraction musical quintets open source program fluid dynamics cell biology inorganic chemistry lower angles chemical properties atomic physics functional theory experiment biology and pharmacology of chemical elements spintronics existing nozzle spray painting emerging technologies data points high quality concepts in aesthetics voltage bias relaxation magazines published in new york city properties superconductor mechanical engineer interpersonal relationships computational neuroscience transition length 333 peaks inch wafer intensity signal symmetry bad conditions molecular beam and uncertainty wonderful thing thin film learning bias voltage transition metals higher quality images drama anime and manga band structure temperature abstract algebra mechanical parts linear equations question rates fluid mechanics pattern formation artificial intelligence ultra high machine learning algorithm experimental structure english-language journals virtue physical quantities systematic oxygen rich samples 1st place machine learning atomic structure red box shaped nozzle transition temperature inch diameter metal organic lower shaft calculation symmetry breaking crystals neural network caption complete information finalized designs single crystal good thing periodic table green dot growth rate precursor gas circles musical quartets elementary arithmetic equal story characters elementary geometry electronic properties structure dotted lines fermi level unsupported courts fusion cell scripting languages energy levels exponential decay actual data rotational symmetry thermodynamic properties From James Overhiser 17 plays
Jacob Steele 2020 REU final presentation duration 12 minutes 50 seconds Jacob Steele 2020 REU final presentation Jacob Steele 2020 REU final presentation	Jacob Steele 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: fKT+tB9xS9G0Vwu20ZfE7Q== Meeting Time: 2020-08-06T16:51:44Z deductive reasoning bigger nozzle cad design metal flanges distortion birth rate chemical elements questions higher order individual atoms long time increase knowledge symmetry break stainless steel reducing agents molecular beam presentation green dot materials science sad moment group rates pro camera m.b. system time scale scale ability electron arc shape determine waiting room substrate electron count charge carriers 120 degrees inorganic chemistry rotation averaging theoretical structure effective communication anions biological processes energy general manager growth rate constant oscillations theories ray diffraction musical quintets open source program fluid dynamics cell biology crystal growth lower angles chemical properties atomic physics actual data particles spintronics conditions existing nozzle spray painting emerging technologies data points interactions marketing high quality voltage bias magazines published in new york city reaction mechanical engineer computational neuroscience length 333 peaks inch wafer symmetry bad conditions public speaking communication and uncertainty wonderful thing thin film learning bias voltage constant transition metals electronic higher quality images drama anime and manga band structure temperature abstract algebra mechanical parts linear equations rates pattern formation artificial intelligence red box ultra high direction emergence machine learning algorithm experimental structure matter physical quantities systematic oxygen rich samples 1st place intensity machine learning atomic structure intensity signal shaped nozzle transition temperature inch diameter metal organic lower shaft measurement exponential decay symmetry breaking crystals neural network caption complete information finalized designs crystallography single crystal good thing periodic table suboxone growth rate precursor gas circles musical quartets equal story elementary geometry electronic properties fluid mechanics dotted lines unsupported courts fusion cell philosophical concepts scripting languages energy levels analysis materials rotational symmetry thermodynamic properties chemical kinetics From James Overhiser 34 plays
Sophia Madelone 2020 REU final presentation duration 13 minutes 50 seconds Sophia Madelone 2020 REU final presentation Sophia Madelone 2020 REU final presentation	Sophia Madelone 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: fKT+tB9xS9G0Vwu20ZfE7Q== Meeting Time: 2020-08-06T16:51:44Z bigger nozzle cad design metal flanges birth rate chemical elements industrial processes higher order individual atoms long time knowledge symmetry break stainless steel reducing agents materials science sad moment group rates pro camera m.b. system concepts in physics time scale scale ability arc shape vacuum waiting room electron count molybdenum charge carriers 120 degrees crystal growth rotation averaging theoretical structure effective communication anions understood general manager design measurement crystallography ray diffraction steels musical quintets open source program fluid dynamics cell biology inorganic chemistry lower angles chemical properties atomic physics actual data spintronics drama anime and manga existing nozzle spray painting emerging technologies data points high quality deposition voltage bias magazines published in new york city manufacturing manufacturer building materials mechanical engineer abstract algebra computational neuroscience connection 333 peaks inch wafer intensity signal symmetry bad conditions molecular beam and uncertainty wonderful thing thin film learning bias voltage roofing materials transition metals higher quality images utility band structure mechanical engineering mechanical parts linear equations system gases rates pattern formation artificial intelligence systems engineering machine learning algorithm experimental structure fusion cell understand physical quantities systematic oxygen rich samples 1st place machine learning atomic structure red box shaped nozzle transition temperature inch diameter metal organic fabrications ultra high lower shaft symmetry breaking crystals neural network caption complete information finalized designs single crystal good thing periodic table length thermodynamic properties green dot growth rate precursor gas circles musical quartets equal story elementary geometry electronic properties fluid mechanics dotted lines unsupported courts paradigm scripting languages energy levels exponential decay rotational symmetry chemistry From James Overhiser 51 plays
William Taranto 2020 REU final presentation duration 14 minutes 16 seconds William Taranto 2020 REU final presentation William Taranto 2020 REU final presentation	William Taranto 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: fKT+tB9xS9G0Vwu20ZfE7Q== Meeting Time: 2020-08-06T16:51:44Z bigger nozzle cad design metal flanges birth rate chemical elements machine learning algorithm higher order individual atoms long time knowledge symmetry break stainless steel point reducing agents materials science sad moment group rates pro camera m.b. system concepts in physics time scale scale ability arc shape waiting room electron count charge carriers 120 degrees crystal growth rotation averaging vision theoretical structure effective communication anions general manager measurement crystallography ray diffraction musical quintets open source program fluid dynamics cell biology inorganic chemistry lower angles chemical properties atomic physics actual data spintronics existing nozzle spray painting emerging technologies high quality component elementary shapes relationship voltage bias magazines published in new york city collaborators mechanical engineer computational neuroscience region length 333 peaks inch wafer intensity signal probability bad conditions molecular beam and uncertainty wonderful thing symmetry thin film learning bias voltage transition metals higher quality images drama anime and manga band structure abstract algebra mechanical parts linear equations rates pattern formation artificial intelligence ultra high direction data points covariance experimental structure systematic physical quantities digital photography systematic oxygen rich samples 1st place machine learning atomic structure red box shaped nozzle transition temperature inch diameter distribution metal organic aesthetics lower shaft columbia records artists symmetry breaking crystals neural network caption complete triangle information finalized designs single crystal good thing periodic table green dot interpretable growth rate precursor gas circles musical quartets equal story dimensions sony bmg artists elementary geometry electronic properties fluid mechanics dotted lines unsupported courts fusion cell reflection scripting languages energy levels exponential decay rotational symmetry correlation thermodynamic properties From James Overhiser 48 plays
Joseph Dill 2020 REU final presentation duration 16 minutes 0 seconds Joseph Dill 2020 REU final presentation Joseph Dill 2020 REU final presentation	Joseph Dill 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: fKT+tB9xS9G0Vwu20ZfE7Q== Meeting Time: 2020-08-06T16:51:44Z bigger nozzle cad design metal flanges birth rate chemical elements questions higher order geography long time knowledge symmetry break stainless steel reducing agents molecules presentation materials science sad moment group rates pro camera m.b. system time scale oxides scale ability arc shape waiting room bigger substrate electron count charge carriers 120 degrees inorganic chemistry rotation averaging constraints theoretical structure cartography effective communication anions general manager design measurement crystallography ray diffraction musical quintets open source program fluid dynamics cell biology crystal growth lower angles chemical properties atomic physics actual data particles spintronics individual atoms existing nozzle spray painting emerging technologies data points marketing high quality voltage bias magazines published in new york city mechanical engineer computational neuroscience industry simulation length 333 peaks inch wafer diameter symmetry bad conditions molecular beam and uncertainty wonderful thing thin film learning bias voltage transition metals higher quality images drama anime and manga band structure abstract algebra mechanical parts linear equations rates pattern formation percentage operations research red box ultra high artificial intelligence machine learning algorithm experimental structure simulate matter physical quantities systematic oxygen equation rich samples 1st place machine learning atomic structure intensity signal shaped nozzle transition temperature inch diameter distribution metal organic lower shaft nozzle sample symmetry breaking crystals neural network caption complete information finalized designs single crystal good thing periodic table percent thermodynamic properties green dot growth rate precursor gas circles musical quartets equal story optical spectrum elementary geometry electronic properties fluid mechanics dotted lines unsupported courts fusion cell center scripting languages energy levels exponential decay business software rotational symmetry elementary mathematics paradigm From James Overhiser 60 plays
Deidre Grogan 2020 REU final presentation duration 13 minutes 10 seconds Deidre Grogan 2020 REU final presentation Deidre Grogan 2020 REU final presentation	Deidre Grogan 2020 REU final presentation Zoom Recording ID: 97214601225 UUID: fKT+tB9xS9G0Vwu20ZfE7Q== Meeting Time: 2020-08-06T16:51:44Z bigger nozzle labels cad design metal flanges birth rate chemical elements identify higher order individual atoms long time nociception knowledge parameters symmetry break stainless steel reducing agents materials science sad moment group rates pro camera m.b. system time scale scale ability arc shape waiting room molten electron count university charge carriers 120 degrees inorganic chemistry rotation averaging food storage containers vision circles effective communication anions general manager measurement crystallography ray diffraction musical quintets open source program atomic structure fluid dynamics cell biology crystal growth lower angles chemical properties atomic physics actual data scientists conditions existing nozzle spray painting emerging technologies segmentation data points high quality elementary shapes voltage bias magazines published in new york city carbide equations mechanical engineer computational neuroscience length advertising 333 peaks inch wafer intensity signal symmetry bad conditions molecular beam image and uncertainty wonderful thing thin film learning bias voltage transition metals image processing higher quality images drama anime and manga band structure abstract algebra mechanical parts linear equations rates pattern formation elementary algebra artificial intelligence red box ultra high plant reproduction machine learning algorithm experimental structure english-language television programs project management physical quantities digital photography systematic oxygen equation rich samples 1st place machine learning project crystal shaped nozzle transition temperature inch diameter metal organic spintronics control lower shaft symmetry breaking crystals neural network caption complete information finalized designs firing techniques single crystal good thing periodic table green dot furnace growth rate precursor gas breakdown musical quartets equal story computer graphics theoretical structure elementary geometry electronic properties class fluid mechanics dotted lines unsupported courts fusion cell scripting languages bottom energy levels exponential decay rotational symmetry thermodynamic properties From James Overhiser 17 plays
Johnson COVID-19: Supply Chain, Prof. Vishal Gaur duration 51 minutes 16 seconds Johnson COVID-19: Supply Chain, Prof. Vishal Gaur Johnson COVID-19: Supply Chain, Prof. Vishal Gaur	Johnson COVID-19: Supply Chain, Prof. Vishal Gaur businesses stablish supply chain food industry legal entities trend continues lean manufacturing retail formats production and manufacturing lead time planning supply chain analytics marketing strategy learning monthly basis long term consumer behaviour distribution (business) commercial food supply long time retail sales management publishing programming languages small retailer food supply chain online marketplace supply chain management retailing grocery stores english-language television programs english-language television programming retail store good question waste global supply chains systems engineering supply chain disruption historical data caption complete american contemporary r&b musical groups types of marketing thought production economics calendars supply chain efficiency english-language journals consumer behavior scenario planning long lead time thin margin demand food waste commercial item transport and distribution statistical forecasting project management ethology competitive strategy decision making strategic management chain disruption cognition supply chain management terms machine learning supermarkets e-commerce american dance music groups census bureau shops things happening From Safiyyah Abdul Hamid 52 plays
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
REU presentation Tuesday 7/14/2020 duration 1 hour 35 minutes REU presentation Tuesday 7/14/2020 REU presentation Tuesday 7/14/2020	REU presentation Tuesday 7/14/2020 Zoom Recording ID: 96251374359 UUID: z8AUYGlzQ/qWUEvVGtXAJQ== Meeting Time: 2020-07-14T13:47:26Z front panel motor pairs networks stainless steel head pieces angular alignment materials science maximum flux physical quantities set screw voltage bias translation stage mathematical and quantitative methods (economics) 501(c)(3) nonprofit organizations electronic devices 120 degrees piping biomaterials comedy webcomics artist measurements semiconductor devices machine shop pretty big measurement crystallography transition metals machines simple cubic anions fluid dynamics cell biology external machine shop conceptual systems chemical properties firelighting 1st step alternative education dance dance play mode metal flange building materials barrel holder photographic plate industry thin films spheres length scanning tunneling microscope symmetry low pressure microscopes learning roofing materials wafer scale previous maximum energy band mechanical engineering metal supports morning good morning approximate form assumption fraction pattern deposition technique gunny ometer chemical reaction industry collaborator dentistry momentum space radio function condensed matter physics main focus summer project machine learning operations research error mechanical engineer aesthetics motor driver crystals symmetry breaking screws gas flow engineering disciplines large data set user friendly good thing accuracy and precision caption complete precursor gas circles vision temperature good morning fudge factor fusion cell fixed radius rotational symmetry chemistry functional groups From James Overhiser 18 plays
Milstein Invited Lecture - Lilly Irani duration 1 hour 54 minutes Milstein Invited Lecture - Lilly Irani Milstein Invited Lecture - Lilly Irani	Milstein Invited Lecture - Lilly Irani Zoom Recording ID: 96610307248 UUID: F3+SQojeRSGtvEt1fB/oiQ== Meeting Time: 2020-07-09T23:12:10Z recommender algorithms takes power frame ethical legal professions future making practices tech worker webcomics in print long time surveillance capitalism big data justice started paying user interface 1st responder short term human-based computation alphabet inc. teaching community building tech industry social information processing cryptography good work social inequality google services tech pro natural evolution generate profit human–computer interaction grammar mirror lessons android (operating system) software paying attention trauma center solitary position comedy webcomics google search ethical framework google earth security natural resource venture capital tech work software that uses qt great success security engineers machine learning mutual aid traumatology ethically trained mechanical turk programming languages making profit cloud services mechanical turk platform identifying points technical skill political coalition programming language influence technology people talk multilingual websites marginalized people key decision maker entire business model secondarily legal softer engineers national security amazon (company) social change long history public opinion shades of red software engineer people kind google software amazon.com community monica idea minimum wage learning kill people open source making people virtual reality american business pioneers crime prevention internet search engines crowdsourcing sociological terminology social consciousness operations research artificial intelligence amazon mechanical turk build relationships data processing political science terminology watch t.v. church workers face recognition american websites change harmful structures independent contractors social movement military contract collective action public interest public safety rural area social resources red engineers computing user interface techniques law enforcement 4000 people tech company health care television team long term ios software caption complete software project notation business models user experience san diego surveillance market research community organization computer science social movements liberal arts human computer interaction user interfaces people community medics entrepreneurship types of organization middle east human communication internalize ideas public interest technology movement organization web mapping social justice capitalism business terms concluded webcomics big tech companies labor relations small business From Tapan Parikh 23 plays
Milstein Invited Lecture - Keyon Vafa duration 1 hour 8 minutes Milstein Invited Lecture - Keyon Vafa Milstein Invited Lecture - Keyon Vafa	Milstein Invited Lecture - Keyon Vafa Zoom Recording ID: 96610307248 UUID: Ulr/E83kRWGGHY19KZmk9A== Meeting Time: 2020-06-25T23:47:07Z computer data legal professions 1st word presidential candidates actual documents reasoning learning group liberal framing discussing immigration interesting insights machine learning practitioner model learns philosophical logic natural language political terminology political framing public services natural language processing bulk data collection model based model class 1st thing model thing political spectrum gun control equal pay political text true model political philosophy genetics evolution future bill bernie sanders vote based model randomly select called training climate change american politics elections james madison high school (brooklyn) alumni parliamentary system large data sets political discourse party labels word choice idea point scientific articles american gun control activists climate change denial statistical models discussing abortion main idea big problem high level language topic model statutory law voting records andes mountains personal liberty ethical considerations point model senate speeches realistic model single issues immigration topic supreme court mathematical logic learning main thing big ideas real model york times sons of the american revolution feel free american male non-fiction writers political position neuropsychological assessment artificial intelligence legal terminology gun politics subfields of political science sociological terminology positions of authority logical consequence computational linguistics great question american feminists 1st row hydrology models machine learning group parliamentary procedure machine learning data set diagrams middle class share screen computational fields of study american political writers political parties with year of disestablishment missing encourage people single number top model real data shared bills health care ideologies change caption complete question answer democracy homeland security convincing text republican senator privacy rights firearms cybernetics blue circles infinity influential speech 2nd word political science actual model conservative framing philosophical theories cultural generations philosophical concepts ideal point thought political science terminology critical theory voting From Tapan Parikh 56 plays
Milstein Invited Lecture - Josh Blumenstock duration 1 hour 20 minutes Milstein Invited Lecture - Josh Blumenstock Milstein Invited Lecture - Josh Blumenstock	Milstein Invited Lecture - Josh Blumenstock Zoom Recording ID: 96610307248 UUID: ZKt8uGHKTia/xxR8qjMqjg== Meeting Time: 2020-06-11T23:48:57Z social programs computer data phone call air time balance middle income 2000000 people developing country survey methodology academic terminology geography local institutions gold big data social protection couple hours communications satellites community based development economics blanket targeting human geography mobile money medical ethics satellites economic systems rural africa grammar personal privacy demography navigational equipment learning economic development u.c. berkeley unemployment benefits cell phone tower human communication social systems resolution satellite imagery oral communication good point voter registry pretty good text message invited lecture charge balance interesting question presidential election phone company high resolution satellite based targeting wealthy people people live welfare economics 1st summer learning algorithm humanitarian aid mile problem geographic targeting satellite imagery new media branding terminology based targeting earth observation satellites precious metals subsistence levels occupation based targeting question universal basic transfer money communication real problem cybernetics mobile phone based marketing social media privacy real tradeoff york times living conditions occupation based targeting machine learning algorithm 1st time private industry phone data population data source international development calling patterns phone numbers elections machine learning data set science fiction location based aid international call public records ultra poverty status palme d'or winners voter registration telephony foods caption complete status quo 1st year mobile phones hallmark patterns census box text messaging grad school satellite data high-definition television payment systems data privacy taxi driver american monthly magazines brands cell phone meals existing data educational psychology high resolution satellite radio technology informed consent mobile phone data york city social targeting embedded systems From Tapan Parikh 17 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 133 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 291 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 351 plays