Taught by Ben Polak, an ecoÂnomÂics proÂfesÂsor and now Provost at Yale UniÂverÂsiÂty, this free course offers an introÂducÂtion to game theÂoÂry and strateÂgic thinkÂing. DrawÂing on examÂples from ecoÂnomÂics, polÂiÂtics, the movies and beyond, the lecÂtures covÂer topÂics essenÂtial to underÂstandÂing Game theory–including “domÂiÂnance, backÂward inducÂtion, the Nash equiÂlibÂriÂum, evoÂluÂtionÂary staÂbilÂiÂty, comÂmitÂment, credÂiÂbilÂiÂty, asymÂmetÂric inforÂmaÂtion, adverse selecÂtion, and sigÂnalÂing.”
Since Game TheÂoÂry offers “a way of thinkÂing about strateÂgic sitÂuÂaÂtions,” the course will “teach you some strateÂgic conÂsidÂerÂaÂtions to take into account [when] makÂing your choicÂes,” and “to preÂdict how othÂer peoÂple or orgaÂniÂzaÂtions [will] behave when they are in strateÂgic setÂtings.”
The 24 lecÂtures can be streamed above. (They’re also on YouTube and iTunes in audio and video). A comÂplete sylÂlabus can be found be on this Yale web site. Texts used in the course are the folÂlowÂing:
If you would like to supÂport the misÂsion of Open CulÂture, conÂsidÂer makÂing a donaÂtion to our site. It’s hard to rely 100% on ads, and your conÂtriÂbuÂtions will help us conÂtinÂue proÂvidÂing the best free culÂturÂal and eduÂcaÂtionÂal mateÂriÂals to learnÂers everyÂwhere. You can conÂtribute through PayÂPal, PatreÂon, and VenÂmo (@openculture). Thanks!
The 78-video playlist above comes from a course called NeurÂal NetÂworks for Machine LearnÂing, taught by GeofÂfrey HinÂton, a comÂputÂer sciÂence proÂfesÂsor at the UniÂverÂsiÂty of ToronÂto. The videos were creÂatÂed for a largÂer course taught on CoursÂera, which gets re-offered on a fairÂly regÂuÂlarÂly basis.
NeurÂal NetÂworks for Machine LearnÂing will teach you about “artiÂfiÂcial neurÂal netÂworks and how they’re being used for machine learnÂing, as applied to speech and object recogÂniÂtion, image segÂmenÂtaÂtion, modÂelÂing lanÂguage and human motion, etc.” The coursÂes emphaÂsizes ” both the basic algoÂrithms and the pracÂtiÂcal tricks needÂed to get them to work well.” It’s geared for an interÂmeÂdiÂate levÂel learnÂer — comÂfortÂable with calÂcuÂlus and with expeÂriÂence proÂgramÂming Python. [Get a free course on Python here.]
If you would like to supÂport the misÂsion of Open CulÂture, conÂsidÂer makÂing a donaÂtion to our site. It’s hard to rely 100% on ads, and your conÂtriÂbuÂtions will help us conÂtinÂue proÂvidÂing the best free culÂturÂal and eduÂcaÂtionÂal mateÂriÂals to learnÂers everyÂwhere. You can conÂtribute through PayÂPal, PatreÂon, and VenÂmo (@openculture). Thanks!
From John Sanders, ProÂfesÂsor of PhiÂlosÂoÂphy at the Rochester InstiÂtute of TechÂnolÂoÂgy, comes IntroÂducÂtion to PhiÂlosÂoÂphy. In 10 lecÂtures, Sanders’ course covÂers the folÂlowÂing ground:
PhiÂlosÂoÂphy is about the rigÂorÂous disÂcusÂsion of big quesÂtions, and someÂtimes small preÂcise quesÂtions, that do not have obviÂous answers. This class is an introÂducÂtion to philoÂsophÂiÂcal thinkÂing where we learn how to think and talk critÂiÂcalÂly about some of these chalÂlengÂing quesÂtions. Such as: Is there a sinÂgle truth or is truth relÂaÂtive to difÂferÂent peoÂple and perÂspecÂtives? Do we have free will and, if so, how? Do we ever realÂly know anyÂthing? What gives life meanÂing? Is moralÂiÂty objecÂtive or subÂjecÂtive, disÂcovÂered or creÂatÂed? We’ll use hisÂtorÂiÂcal and conÂtemÂpoÂrary sources to clarÂiÂfy quesÂtions like these, to underÂstand the stakes, to disÂcuss posÂsiÂble responsÂes, and to arrive at a more coherÂent, more philoÂsophÂiÂcalÂly informed, set of answers.
Thinkers covÂered include ArisÂtoÂtle, PlaÂto, and Descartes, among othÂers. And along the way, the course introÂduces you to empiriÂcism, ratioÂnalÂism, ontoÂlogÂiÂcal and teleÂoÂlogÂiÂcal arguments–essentially the nitÂty gritÂty of phiÂlosÂoÂphy.
It’s been said that the greatÂest achieveÂment in AmerÂiÂcan hisÂtoÂry in the 20th cenÂtuÂry is the progress that was made – although the jourÂney conÂtinÂues – toward woman’s equalÂiÂty, what with women’s right to vote codÂiÂfied in the 19th amendÂment (1920), women’s reproÂducÂtive rights affirmed by the Supreme Court over a half cenÂtuÂry latÂer (1973), and every advance in between and since. Our nationÂal govÂernÂment has done what it can to recÂogÂnize that progress, and to remind us whence we came. The NationÂal Park SerÂvice, for examÂple, tells us that when our counÂtry startÂed:
The reliÂgious docÂtrine, writÂten laws, and social cusÂtoms that colonists brought with them from Europe assertÂed womÂen’s subÂorÂdiÂnate posiÂtion. Women were to marÂry, tend the house, and raise a famÂiÂly. EduÂcaÂtion beyond basic readÂing and writÂing was unusuÂal. When a woman took a husÂband she lost what limÂitÂed freeÂdom she might have had as a sinÂgle adult. Those few marÂried women who worked for pay could not conÂtrol their own earnÂings. Most could neiÂther buy nor sell propÂerÂty or sign conÂtracts; none could vote, sue when wronged, defend themÂselves in court, or serve on juries. In the rare case of divorce, women lost cusÂtody of their chilÂdren and any famÂiÂly posÂsesÂsions.…
And that … “Women actuÂalÂly lost legal ground as a result of the new UnitÂed States ConÂstiÂtuÂtion.”
What if there were an opporÂtuÂniÂty to study this strugÂgle and the progress we have made in great depth – in an online course from ColumÂbia UniÂverÂsiÂty and the New-York HisÂtorÂiÂcal SociÂety feaÂturÂing its star women’s hisÂtoÂriÂan, Alice Kessler-HarÂris, now emeriÂta, and a lineÂup of guest voicÂes from all around the counÂtry interÂviewed under her leadÂerÂship to proÂvide their experÂtise on matÂters of progress and equalÂiÂty? And what if there were a new CenÂter for the Study of Women’s HisÂtoÂry launchÂing at the same time, even on the same day – March 8, 2017 – to proÂvide a more perÂmaÂnent place for examÂinÂing and underÂstandÂing how to make this progress even more expanÂsive?
Women Have Always Worked, a 20-week online class, preÂmieres its first 10 weeks today – free on the edX platÂform. The offerÂing (enroll here) is unique in the hisÂtoÂry of eduÂcaÂtion. The course introÂduces the first colÂlabÂoÂraÂtion between a uniÂverÂsiÂty and a hisÂtorÂiÂcal sociÂety to present knowlÂedge to the world – with extendÂed video-recordÂed conÂverÂsaÂtions and artiÂfact and docÂuÂment disÂcusÂsions with renowned scholÂars and authors includÂing Baruch’s CarÂol Berkin; DebÂoÂrah Gray White from RutÂgers; Iowa’s LinÂda KerÂber; CarÂroll Smith RosenÂberg from MichiÂgan; ThavoÂlia Glymph from Duke; St. John’s Lara VapÂnek; Blanche Wiesen Cook from CUNY; Louise Bernikow; Harvard’s NanÂcy Cott; Elaine Tyler May at the UniÂverÂsiÂty of MinÂnesoÂta; NYU’s LinÂda GorÂdon; the great New York writer Vivian GorÂnick; and more.
The course page lists some of the quesÂtions covÂered:
• How women’s parÂticÂiÂpaÂtion in, excluÂsion from, and impact on AmerÂiÂcan ecoÂnomÂic, politÂiÂcal, and social life have altered AmerÂiÂcan hisÂtoÂry.
• How key figÂures and events have chalÂlenged the role of women in the home and workÂplace.
• How ideas, such as democÂraÂcy, citÂiÂzenÂship, libÂerÂty, patriÂoÂtism, and equalÂiÂty have difÂferÂentÂly shaped the lives of women and men.
• How women of difÂferÂent races and classÂes have expeÂriÂenced work, both inside and outÂside the home.
• How hisÂtoÂriÂans of women and genÂder study America’s past, includÂing hands-on opporÂtuÂniÂties to pracÂtice anaÂlyzÂing priÂmaÂry sources from the present and the past.
• How women’s hisÂtoÂry has develÂoped and changed over time.
And did we say it’s free?
The secÂond part of the course will launch in June, in assoÂciÂaÂtion with the annuÂal meetÂing of the BerkÂshire Women’s HisÂtoÂry ConÂferÂence at HofÂsÂtra UniÂverÂsiÂty – the largest meetÂing of womÂen’s hisÂtoÂriÂans anyÂwhere. The MOOC is inspired by Kessler-Harris’s book, Women Have Always Worked: A HisÂtorÂiÂcal Overview, first pubÂlished by the FemÂiÂnist Press in 1981 and comÂing out in a newÂly updatÂed ediÂtion also in 2017 from the UniÂverÂsiÂty of IlliÂnois, pubÂlishÂer of Kessler-Harris’s landÂmark GenÂderÂing Labor HisÂtoÂry (2007). The origÂiÂnal book brings forth a milÂlion gems of knowlÂedge and analyÂsis in text and images; the online course brings forÂward video and audio and docÂuÂments and artiÂfacts such as few media can accomÂplish. IntelÂliÂgent TeleÂviÂsion had the opporÂtuÂniÂty to proÂduce many of the video interÂviews, conÂverÂsaÂtions, and tesÂtiÂmoÂniÂals.
The strugÂgle of women at work is the strugÂgle of all who seek a betÂter and more just world. The course is a litÂtle mirÂaÂcle alight withÂin it.
Peter B. KaufÂman runs IntelÂliÂgent TeleÂviÂsion (www.intelligenttelevision.com) and twice served as AssoÂciate DirecÂtor of the CenÂter for TeachÂing and LearnÂing at ColumÂbia.
It’s been a hallÂmark of the culÂture wars in the last few decades for politiÂcians and opinÂionÂaÂtors to rail against acadÂeÂmia. ProÂfesÂsors of humanÂiÂties have in parÂticÂuÂlar come under scrutiÂny, charged with acaÂdÂeÂmÂic frivÂoÂliÂty (someÂtimes at taxÂpayÂer expense), willÂful obscuÂranÂtism, and all sorts of ideÂoÂlogÂiÂcal crimes and diaÂbolÂiÂcal methÂods of indocÂtriÂnaÂtion. As an underÂgrad and gradÂuÂate stuÂdent in the humanÂiÂties durÂing much of the nineties and oughts, I’ve witÂnessed a few waves of such attacks and found the carÂiÂcaÂtures drawn by talk radio hosts and cabÂiÂnet appointees both alarmÂing and amusÂing. I’ve also learned that misÂtrust of acadÂeÂmia is much oldÂer than the many virÂuÂlent strains of anti-intelÂlecÂtuÂalÂism in the U.S.
As Yale ProÂfesÂsor of British RomanÂtic PoetÂry Paul Fry points out in an interÂview with 3:AM MagÂaÂzine, “satire about any and all proÂfesÂsionÂals with a speÂcial vocabÂuÂlary has been a staÂple of ficÂtion and popÂuÂlar ridicule since the 18th cenÂtuÂry… and critÂic-theÂoÂrists perÂhaps more recentÂly have been the easy tarÂgets of upper-midÂdle-brow anti-intelÂlecÂtuÂals conÂtinÂuÂousÂly since [HenÂry] FieldÂing and [Tobias] SmolÂlett.” Though the barbs of these British novÂelÂists are more enterÂtainÂing than anyÂthing you’ll hear from curÂrent talkÂing heads, the pheÂnomÂeÂnon remains the same: “SpeÂcial vocabÂuÂlary intimÂiÂdate and are instantÂly conÂsidÂered obfusÂcaÂtion,” says Fry. “ReacÂtions against them are shameÂlessÂly naĂŻve, with no conÂsidÂerÂaÂtion of whether the reconÂdite vocabÂuÂlarÂies may be servÂing some necÂesÂsary and conÂstrucÂtive purÂpose.”
Maybe you’re scratchÂing your chin, shakÂing or nodÂding your head, or glazÂing over. But if you’ve come this far, read on. Fry, after all, acknowlÂedges that jarÂgon-laden scholÂarÂly vocabÂuÂlarÂies can become “self-parÂoÂdy in the hands of fools,” and thus have proÂvidÂed jusÂtiÂfiÂable fodÂder for cutÂting wit since even Jonathan Swift’s day. But Fry picks this hisÂtoÂry up in the 20th cenÂtuÂry in his Yale course ENGL 300 (IntroÂducÂtion to TheÂoÂry of LitÂerÂaÂture), an accesÂsiÂble series of lecÂtures on the hisÂtoÂry and pracÂtice of litÂerÂary theÂoÂry, in which he proÂceeds in a critÂiÂcal spirÂit to covÂer everyÂthing from RussÂian ForÂmalÂism and New CritÂiÂcism; to SemiÂotics, StrucÂturalÂism and DeconÂstrucÂtion; to the FrankÂfurt School, Post-ColoÂnial CritÂiÂcism and Queer TheÂoÂry. Thanks to Open Yale CoursÂes, you can watch the 26 lecÂtures above. Or you can find them on YouTube, iTunes, or Yale’s own web site (where you can also grab a sylÂlabus for the course). These lecÂtures were all recordÂed in the Spring of 2009. The main text used in the course is David Richter’s The CritÂiÂcal TraÂdiÂtion.
ExpandÂing with the rapid growth and democÂraÂtizÂing of uniÂverÂsiÂties after World War II, litÂerÂary and critÂiÂcal theÂoÂries are often closeÂly tied to the conÂtentious polÂiÂtics of the Cold War. Their decline corÂreÂsponds to these forces as well. Since the fall of the SoviÂet Union and the subÂseÂquent snowÂballing of priÂvaÂtiÂzaÂtion and anti-govÂernÂment senÂtiÂment, many sources of fundÂing for the humanÂiÂties have sucÂcumbed, often under very pubÂlic assaults on their charÂacÂter and utilÂiÂty. Fry’s preÂsenÂtaÂtion shows how litÂerÂary theÂoÂry has nevÂer been a blunt politÂiÂcal instruÂment at any time. Rather it proÂvides ways of doing ethics and philosoÂphies of lanÂguage, reliÂgion, art, hisÂtoÂry, myth, race, sexÂuÂalÂiÂty, etc. Or, put more plainÂly, the lanÂguage of litÂerÂary theÂoÂry gives us difÂferÂent sets of tools for talkÂing about being human.
Fry tells Yale DaiÂly News that “litÂerÂaÂture expressÂes more eloÂquentÂly and subÂtly emoÂtions and feelÂings that we all try to express one way or anothÂer.” But why apply theÂoÂry? Why not simÂply read novÂels, stoÂries, and poems and interÂpret them by our own critÂiÂcal lights? One reaÂson is that we canÂnot see our own biasÂes and inherÂitÂed culÂturÂal assumpÂtions. One ostenÂsiÂbly theÂoÂry-free method of an earÂliÂer genÂerÂaÂtion of scholÂars and poets who rejectÂed litÂerÂary theÂoÂry often sufÂfers from this probÂlem. The New CritÂics flourÂished mainÂly durÂing the 40s, a fraught time in hisÂtoÂry when the counÂtry’s resources were rediÂrectÂed toward war and ecoÂnomÂic expanÂsion. For Fry, this “last genÂerÂaÂtion of male WASP hegeÂmoÂny in the acadÂeÂmy” reflectÂed “the blindÂness of the whole midÂdle class,” and the idea “that life as they knew it… was life as everyÂone knew it, or should if they didn’t.”
Fry admits that theÂoÂry can seem superÂfluÂous and needÂlessÂly opaque, “a pureÂly specÂuÂlaÂtive underÂtakÂing” withÂout much of an object in view. Yet applied to litÂerÂaÂture, it proÂvides excitÂing means of intelÂlecÂtuÂal disÂcovÂery. Fry himÂself doesn’t shy away from satirÂiÂcalÂly takÂing the piss, as a modÂern-day Swift might say. He begins not with Coleridge or Keats (though he gets there evenÂtuÂalÂly), but with a stoÂry for todÂdlers called “Tony the Tow Truck.” He does this not to mock, but to show us that “readÂing anyÂthing is a comÂplex and potenÂtialÂly unlimÂitÂed activity”—and as “a faceÂtious reminder,” he tells 3:AM, that “theÂoÂry is takÂing itself seriÂousÂly in the wrong way if it exhausts its reaÂson for being….”
A tall man, a short woman, a setÂting that’s sterÂile to the point of soulÂless, and a couÂple dozen bananas…
It pracÂtiÂcalÂly writes itself!
If you’re slow to recÂogÂnize the potenÂtial in these extremeÂly potent eleÂments (culled from the above video’s openÂing shot), this free online course on stoÂryÂtelling, part of Khan AcadÂeÂmy’s popÂuÂlar Pixar In A Box series, might help strengthÂen those slack stoÂryÂtelling musÂcles.
The lessons will hold immense appeal for young Pixar fans, but adults stuÂdents stand to gain too. ChilÂdren are natÂuÂralÂly conÂfiÂdent stoÂryÂtellers. UnforÂtuÂnateÂly, time can do a numÂber on both fluÂenÂcy and one’s belief in one’s own abilÂiÂty to string togethÂer narÂraÂtives that othÂers will enjoy.
The Pixar direcÂtors and stoÂry artists draftÂed to serve as instrucÂtors for this course are as deft at encourÂageÂment as they are at their craft. They’ll help you move that rubÂber tree plant… for free.
Each short, examÂple-packed video lesÂson is folÂlowed with an activÂiÂty in which the viewÂer is asked to parse his or her favorite stoÂries.
RataÂtouille aniÂmaÂtor SanÂjay Patel, whose obserÂvaÂtions conÂsisÂtentÂly struck me as the most proÂfound and out of the box, went withThe Killing Fields, a title that’s probÂaÂbly not on the radar of those most squareÂly in Pixar’s demoÂgraphÂic.
The first installÂment stressÂes the imporÂtance of proÂvidÂing a rich setÂting for well-develÂoped charÂacÂters to explore, though the teachÂers are dividÂed on which should come first.
DirecÂtor Pete DocÂter, whose daughter’s tweenage pasÂsage into theRevivÂing OpheÂlia-land inspired Inside Out, stressÂes “writÂing what you know” need not pin you to the narÂrow conÂfines of your own backÂyard. He was well into proÂducÂtion on MonÂsters, Inc. when he realÂized it wasn’t so much a tale of a monÂster whose job is scarÂing litÂtle kids as a stoÂry of his own jourÂney to fatherÂhood.
As you may have guessed, examÂples from the Pixar canon abound.
Khan AcadÂeÂmy will be takÂing the whole of 2017 to roll out Pixar in a Box’s five remainÂing StoÂryÂtelling units
Taught by proÂfesÂsor Steven B. Smith, this course from Yale UniÂverÂsiÂty offers an IntroÂducÂtion to PolitÂiÂcal PhiÂlosÂoÂphy, and covÂers the folÂlowÂing ground:
This course is intendÂed as an introÂducÂtion to politÂiÂcal phiÂlosÂoÂphy as seen through an examÂiÂnaÂtion of some of the major texts and thinkers of the WestÂern politÂiÂcal traÂdiÂtion. Three broad themes that are cenÂtral to underÂstandÂing politÂiÂcal life are focused upon: the polis expeÂriÂence (PlaÂto, ArisÂtoÂtle), the sovÂerÂeign state (MachiÂavelÂli, Hobbes), conÂstiÂtuÂtionÂal govÂernÂment (Locke), and democÂraÂcy (Rousseau, TocÂqueville). The way in which difÂferÂent politÂiÂcal philosoÂphies have givÂen expresÂsion to varÂiÂous forms of politÂiÂcal instiÂtuÂtions and our ways of life are examÂined throughÂout the course.
You can watch the 24 lecÂtures from the course above, or find them on YouTube. To get more inforÂmaÂtion on the course, includÂing the sylÂlabus, visÂit this Yale webÂsite.
The main texts used in this course include the folÂlowÂing. You can find them in our colÂlecÂtion of Free eBooks.
If you would like to supÂport the misÂsion of Open CulÂture, conÂsidÂer makÂing a donaÂtion to our site. It’s hard to rely 100% on ads, and your conÂtriÂbuÂtions will help us conÂtinÂue proÂvidÂing the best free culÂturÂal and eduÂcaÂtionÂal mateÂriÂals to learnÂers everyÂwhere. You can conÂtribute through PayÂPal, PatreÂon, and VenÂmo (@openculture). Thanks!
The course is an introÂducÂtion to Dante and his culÂturÂal milieu through a critÂiÂcal readÂing of the Divine ComÂeÂdy and selectÂed minor works (Vita nuoÂva, ConÂvivÂio, De vulÂgari eloÂquenÂtia, EpisÂtle to CanÂgrande). An analyÂsis of DanÂte’s autoÂbiÂogÂraÂphy, the Vita nuoÂva, estabÂlishÂes the poetÂic and politÂiÂcal cirÂcumÂstances of the ComÂeÂdy’s comÂpoÂsiÂtion. ReadÂings of InferÂno, PurÂgaÂtoÂry and ParÂadise seek to sitÂuÂate DanÂte’s work withÂin the intelÂlecÂtuÂal and social conÂtext of the late MidÂdle Ages, with speÂcial attenÂtion paid to politÂiÂcal, philoÂsophÂiÂcal and theÂoÂlogÂiÂcal conÂcerns. TopÂics in the Divine ComÂeÂdy explored over the course of the semesÂter include the relaÂtionÂship between ethics and aesÂthetÂics; love and knowlÂedge; and exile and hisÂtoÂry.
You can watch the 24 lecÂtures from the course above, or find them on YouTube and iTunes in video and audio forÂmats. To get more inforÂmaÂtion on the course, includÂing the sylÂlabus, visÂit this Yale webÂsite.
PriÂmaÂry texts used in this course include:
Dante. Divine ComÂeÂdy. TransÂlatÂed by John D. SinÂclair. New York: Oxford UniÂverÂsiÂty Press, 1968.
Dante. Vita NuoÂva. TransÂlatÂed by Mark Musa. BloomÂingÂton: IndiÂana UniÂverÂsiÂty Press, 1973.
If you would like to supÂport the misÂsion of Open CulÂture, conÂsidÂer makÂing a donaÂtion to our site. It’s hard to rely 100% on ads, and your conÂtriÂbuÂtions will help us conÂtinÂue proÂvidÂing the best free culÂturÂal and eduÂcaÂtionÂal mateÂriÂals to learnÂers everyÂwhere. You can conÂtribute through PayÂPal, PatreÂon, and VenÂmo (@openculture). Thanks!
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