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MIT OpenCourseWare is a web-based publication of virtually all MIT course content. OCW is open and available to the world and is a permanent MIT activity. HelpusshareknowledgefromMITwiththeworld.MakeagifttoOCWbyJune30. close menu GiveNow AboutOCW Help&Faqs ContactUs Givenow AboutOCW help&faqs contactus Discovercourses,materials,&teachingresources Search Search Explore OR Explore AreyounewtoOCW? GetStarted Lookingforteachingmaterials? EducatorsStartHere Unlockingknowledge, EmpoweringMinds. Freelecturenotes,exams,andvideosfromMIT.Noregistrationrequired. LearnMoreabouttheOCWmission keyboard_arrow_left Previous Alwaysfreeandopen,withyoursupport. MakeyourgifttoOCWtoday. ConversationswithinspiringMITfacultyabouthowtheyteach. Listennow. MITOpenLearningLibrary FreecourseswithinteractivecontentfromMITOpenCourseWareandMITxcourses. Viewthelistofcourses. SocialandEthicalResponsibilitiesofComputing(SERC) Viewresources keyboard_arrow_right Next FeaturedCourses keyboard_arrow_left Previous Next keyboard_arrow_right RES.8-007| Undergraduate CosmicOriginoftheChemicalElements Instructors(s):Prof.AnnaFrebel Topic(s):Science, Physics, Astrophysics 21G.026| Undergraduate GlobalAfrica:CreativeCultures Instructors(s):Prof.M.AmahEdoh Topic(s):FineArts, VisualArts, FilmandVideo 6.006| Undergraduate IntroductiontoAlgorithms Instructors(s):Prof.ErikDemaine, Dr.JasonKu, Prof.JustinSolomon Topic(s):Engineering, ComputerScience, AlgorithmsandDataStructures 16.687| Undergraduate PrivatePilotGroundSchool Instructors(s):Dr.PhilipGreenspun, Dr.TinaSrivastava Topic(s):Engineering, AerospaceEngineering 21A.155| Undergraduate Food,Culture&Politics Instructors(s):Prof.HeatherPaxson Topic(s):SocialScience, Anthropology, CulturalAnthropology 9.13| Undergraduate TheHumanBrain Instructors(s):Prof.NancyKanwisher Topic(s):HealthandMedicine, Sensory-NeuralSystems, Science 15.S08| Graduate FinTech:ShapingtheFinancialWorld Instructors(s):Prof.GaryGensler Topic(s):Business, Finance, InformationTechnology 11.382| Graduate WaterDiplomacy Instructors(s):Dr.AnimeshGain, Prof.LawrenceSusskind Topic(s):Engineering, EnvironmentalEngineering, HydrologyandWaterResourceSystems RES.18-010| Undergraduate A2020VisionofLinearAlgebra Instructors(s):Prof.GilbertStrang Topic(s):Mathematics, LinearAlgebra 17.20| Undergraduate IntroductiontotheAmericanPoliticalProcess Instructors(s):Prof.AsyaMagazinnik, ZeyuChrisPeng Topic(s):SocialScience, PoliticalScience, AmericanPolitics 21L.011| Undergraduate TheFilmExperience Instructors(s):Prof.DavidThorburn Topic(s):FineArts, VisualArts, FilmandVideo 14.13| Undergraduate, Graduate PsychologyandEconomics Instructors(s):Prof.FrankSchilbach Topic(s):SocialScience, Economics, Psychology FeaturedCourses keyboard_arrow_left Previous Next keyboard_arrow_right RES.8-007| Undergraduate CosmicOriginoftheChemicalElements Instructors(s):Prof.AnnaFrebel Topic(s):Science, Physics, Astrophysics 21G.026| Undergraduate GlobalAfrica:CreativeCultures Instructors(s):Prof.M.AmahEdoh Topic(s):FineArts, VisualArts, FilmandVideo 6.006| Undergraduate IntroductiontoAlgorithms Instructors(s):Prof.ErikDemaine, Dr.JasonKu, Prof.JustinSolomon Topic(s):Engineering, ComputerScience, AlgorithmsandDataStructures 16.687| Undergraduate PrivatePilotGroundSchool Instructors(s):Dr.PhilipGreenspun, Dr.TinaSrivastava Topic(s):Engineering, AerospaceEngineering 21A.155| Undergraduate Food,Culture&Politics Instructors(s):Prof.HeatherPaxson Topic(s):SocialScience, Anthropology, CulturalAnthropology 9.13| Undergraduate TheHumanBrain Instructors(s):Prof.NancyKanwisher Topic(s):HealthandMedicine, Sensory-NeuralSystems, Science 15.S08| Graduate FinTech:ShapingtheFinancialWorld Instructors(s):Prof.GaryGensler Topic(s):Business, Finance, InformationTechnology 11.382| Graduate WaterDiplomacy Instructors(s):Dr.AnimeshGain, Prof.LawrenceSusskind Topic(s):Engineering, EnvironmentalEngineering, HydrologyandWaterResourceSystems RES.18-010| Undergraduate A2020VisionofLinearAlgebra Instructors(s):Prof.GilbertStrang Topic(s):Mathematics, LinearAlgebra 17.20| Undergraduate IntroductiontotheAmericanPoliticalProcess Instructors(s):Prof.AsyaMagazinnik, ZeyuChrisPeng Topic(s):SocialScience, PoliticalScience, AmericanPolitics 21L.011| Undergraduate TheFilmExperience Instructors(s):Prof.DavidThorburn Topic(s):FineArts, VisualArts, FilmandVideo 14.13| Undergraduate, Graduate PsychologyandEconomics Instructors(s):Prof.FrankSchilbach Topic(s):SocialScience, Economics, Psychology FeaturedCourses keyboard_arrow_left Previous Next keyboard_arrow_right RES.8-007| Undergraduate CosmicOriginoftheChemicalElements Instructors(s):Prof.AnnaFrebel Topic(s):Science, Physics, Astrophysics 21G.026| Undergraduate GlobalAfrica:CreativeCultures Instructors(s):Prof.M.AmahEdoh Topic(s):FineArts, VisualArts, FilmandVideo 6.006| Undergraduate IntroductiontoAlgorithms Instructors(s):Prof.ErikDemaine, Dr.JasonKu, Prof.JustinSolomon Topic(s):Engineering, ComputerScience, AlgorithmsandDataStructures 16.687| Undergraduate PrivatePilotGroundSchool Instructors(s):Dr.PhilipGreenspun, Dr.TinaSrivastava Topic(s):Engineering, AerospaceEngineering 21A.155| Undergraduate Food,Culture&Politics Instructors(s):Prof.HeatherPaxson Topic(s):SocialScience, Anthropology, CulturalAnthropology 9.13| Undergraduate TheHumanBrain Instructors(s):Prof.NancyKanwisher Topic(s):HealthandMedicine, Sensory-NeuralSystems, Science 15.S08| Graduate FinTech:ShapingtheFinancialWorld Instructors(s):Prof.GaryGensler Topic(s):Business, Finance, InformationTechnology 11.382| Graduate WaterDiplomacy Instructors(s):Dr.AnimeshGain, Prof.LawrenceSusskind Topic(s):Engineering, EnvironmentalEngineering, HydrologyandWaterResourceSystems RES.18-010| Undergraduate A2020VisionofLinearAlgebra Instructors(s):Prof.GilbertStrang Topic(s):Mathematics, LinearAlgebra 17.20| Undergraduate IntroductiontotheAmericanPoliticalProcess Instructors(s):Prof.AsyaMagazinnik, ZeyuChrisPeng Topic(s):SocialScience, PoliticalScience, AmericanPolitics 21L.011| Undergraduate TheFilmExperience Instructors(s):Prof.DavidThorburn Topic(s):FineArts, VisualArts, FilmandVideo 14.13| Undergraduate, Graduate PsychologyandEconomics Instructors(s):Prof.FrankSchilbach Topic(s):SocialScience, Economics, Psychology FeaturedCourses keyboard_arrow_left Previous Next keyboard_arrow_right RES.8-007| Undergraduate CosmicOriginoftheChemicalElements Instructors(s):Prof.AnnaFrebel Topic(s):Science, Physics, Astrophysics 21G.026| Undergraduate GlobalAfrica:CreativeCultures Instructors(s):Prof.M.AmahEdoh Topic(s):FineArts, VisualArts, FilmandVideo 6.006| Undergraduate IntroductiontoAlgorithms Instructors(s):Prof.ErikDemaine, Dr.JasonKu, Prof.JustinSolomon Topic(s):Engineering, ComputerScience, AlgorithmsandDataStructures 16.687| Undergraduate PrivatePilotGroundSchool Instructors(s):Dr.PhilipGreenspun, Dr.TinaSrivastava Topic(s):Engineering, AerospaceEngineering 21A.155| Undergraduate Food,Culture&Politics Instructors(s):Prof.HeatherPaxson Topic(s):SocialScience, Anthropology, CulturalAnthropology 9.13| Undergraduate TheHumanBrain Instructors(s):Prof.NancyKanwisher Topic(s):HealthandMedicine, Sensory-NeuralSystems, Science 15.S08| Graduate FinTech:ShapingtheFinancialWorld Instructors(s):Prof.GaryGensler Topic(s):Business, Finance, InformationTechnology 11.382| Graduate WaterDiplomacy Instructors(s):Dr.AnimeshGain, Prof.LawrenceSusskind Topic(s):Engineering, EnvironmentalEngineering, HydrologyandWaterResourceSystems RES.18-010| Undergraduate A2020VisionofLinearAlgebra Instructors(s):Prof.GilbertStrang Topic(s):Mathematics, LinearAlgebra 17.20| Undergraduate IntroductiontotheAmericanPoliticalProcess Instructors(s):Prof.AsyaMagazinnik, ZeyuChrisPeng Topic(s):SocialScience, PoliticalScience, AmericanPolitics 21L.011| Undergraduate TheFilmExperience Instructors(s):Prof.DavidThorburn Topic(s):FineArts, VisualArts, FilmandVideo 14.13| Undergraduate, Graduate PsychologyandEconomics Instructors(s):Prof.FrankSchilbach Topic(s):SocialScience, Economics, Psychology DiscoverCollections OCWofferscoursecontentandmaterialsrelatedtoawiderangeof collections.Belowaresometopicsavailableforyoutoexplore: Energy Entrepreneurship Environment&Sustainability IntroductoryProgramming Transportation NewCourses keyboard_arrow_left Previous Next keyboard_arrow_right RES.12-001| Graduate TopicsinFluidDynamics Instructors(s):Dr.JamesF.Price Topic(s):Engineering, MechanicalEngineering, FluidMechanics 18.785| Graduate NumberTheoryI Instructors(s):Dr.AndrewSutherland Topic(s):Mathematics, AlgebraandNumberTheory, TopologyandGeometry 18.01| Undergraduate CalculusI:SingleVariableCalculus Instructors(s):Prof.DavidJerison, Prof.GigliolaStaffilani, Dr.JenniferFrench Topic(s):Mathematics, Calculus 18.S097| Undergraduate IntroductiontoMetricSpaces Instructors(s):PaigeDote Topic(s):Mathematics, MathematicalAnalysis RES.6-013| Undergraduate AI101 Instructors(s):BrandonLeshchinskiy Topic(s):Engineering, ComputerScience, ArtificialIntelligence 6.042J| Undergraduate MathematicsforComputerScience Instructors(s):Prof.AlbertR.Meyer, Prof.AdamChlipala Topic(s):Engineering, ComputerScience, Mathematics RES.TLL-008| NonCredit SocialandEthicalResponsibilitiesofComputing(SERC) Instructors(s):Prof.JulieShah, Prof.DavidKaiser Topic(s):Engineering, ComputerScience, ArtificialIntelligence RES.MAS-002| NonCredit DayofAI Instructors(s):MITRAISE Topic(s):Engineering, ComputerScience, ArtificialIntelligence RES.MAS-001| NonCredit RAISE(ResponsibleAIforSocialEmpowermentandEducation) Instructors(s):MITRAISE Topic(s):Engineering, ComputerScience, ArtificialIntelligence 21A.859J| Graduate SocialTheoryandAnalysis Instructors(s):Prof.StefanHelmreich Topic(s):Humanities, History, IntellectualHistory NewCourses keyboard_arrow_left Previous Next keyboard_arrow_right RES.12-001| Graduate TopicsinFluidDynamics Instructors(s):Dr.JamesF.Price Topic(s):Engineering, MechanicalEngineering, FluidMechanics 18.785| Graduate NumberTheoryI Instructors(s):Dr.AndrewSutherland Topic(s):Mathematics, AlgebraandNumberTheory, TopologyandGeometry 18.01| Undergraduate CalculusI:SingleVariableCalculus Instructors(s):Prof.DavidJerison, Prof.GigliolaStaffilani, Dr.JenniferFrench Topic(s):Mathematics, Calculus 18.S097| Undergraduate IntroductiontoMetricSpaces Instructors(s):PaigeDote Topic(s):Mathematics, MathematicalAnalysis RES.6-013| Undergraduate AI101 Instructors(s):BrandonLeshchinskiy Topic(s):Engineering, ComputerScience, ArtificialIntelligence 6.042J| Undergraduate MathematicsforComputerScience Instructors(s):Prof.AlbertR.Meyer, Prof.AdamChlipala Topic(s):Engineering, ComputerScience, Mathematics RES.TLL-008| NonCredit SocialandEthicalResponsibilitiesofComputing(SERC) Instructors(s):Prof.JulieShah, Prof.DavidKaiser Topic(s):Engineering, ComputerScience, ArtificialIntelligence RES.MAS-002| NonCredit DayofAI Instructors(s):MITRAISE Topic(s):Engineering, ComputerScience, ArtificialIntelligence RES.MAS-001| NonCredit RAISE(ResponsibleAIforSocialEmpowermentandEducation) Instructors(s):MITRAISE Topic(s):Engineering, ComputerScience, ArtificialIntelligence 21A.859J| Graduate SocialTheoryandAnalysis Instructors(s):Prof.StefanHelmreich Topic(s):Humanities, History, IntellectualHistory NewCourses keyboard_arrow_left Previous Next keyboard_arrow_right RES.12-001| Graduate TopicsinFluidDynamics Instructors(s):Dr.JamesF.Price Topic(s):Engineering, MechanicalEngineering, FluidMechanics 18.785| Graduate NumberTheoryI Instructors(s):Dr.AndrewSutherland Topic(s):Mathematics, AlgebraandNumberTheory, TopologyandGeometry 18.01| Undergraduate CalculusI:SingleVariableCalculus Instructors(s):Prof.DavidJerison, Prof.GigliolaStaffilani, Dr.JenniferFrench Topic(s):Mathematics, Calculus 18.S097| Undergraduate IntroductiontoMetricSpaces Instructors(s):PaigeDote Topic(s):Mathematics, MathematicalAnalysis RES.6-013| Undergraduate AI101 Instructors(s):BrandonLeshchinskiy Topic(s):Engineering, ComputerScience, ArtificialIntelligence 6.042J| Undergraduate MathematicsforComputerScience Instructors(s):Prof.AlbertR.Meyer, Prof.AdamChlipala Topic(s):Engineering, ComputerScience, Mathematics RES.TLL-008| NonCredit SocialandEthicalResponsibilitiesofComputing(SERC) Instructors(s):Prof.JulieShah, Prof.DavidKaiser Topic(s):Engineering, ComputerScience, ArtificialIntelligence RES.MAS-002| NonCredit DayofAI Instructors(s):MITRAISE Topic(s):Engineering, ComputerScience, ArtificialIntelligence RES.MAS-001| NonCredit RAISE(ResponsibleAIforSocialEmpowermentandEducation) Instructors(s):MITRAISE Topic(s):Engineering, ComputerScience, ArtificialIntelligence 21A.859J| Graduate SocialTheoryandAnalysis Instructors(s):Prof.StefanHelmreich Topic(s):Humanities, History, IntellectualHistory NewCourses keyboard_arrow_left Previous Next keyboard_arrow_right RES.12-001| Graduate TopicsinFluidDynamics Instructors(s):Dr.JamesF.Price Topic(s):Engineering, MechanicalEngineering, FluidMechanics 18.785| Graduate NumberTheoryI Instructors(s):Dr.AndrewSutherland Topic(s):Mathematics, AlgebraandNumberTheory, TopologyandGeometry 18.01| Undergraduate CalculusI:SingleVariableCalculus Instructors(s):Prof.DavidJerison, Prof.GigliolaStaffilani, Dr.JenniferFrench Topic(s):Mathematics, Calculus 18.S097| Undergraduate IntroductiontoMetricSpaces Instructors(s):PaigeDote Topic(s):Mathematics, MathematicalAnalysis RES.6-013| Undergraduate AI101 Instructors(s):BrandonLeshchinskiy Topic(s):Engineering, ComputerScience, ArtificialIntelligence 6.042J| Undergraduate MathematicsforComputerScience Instructors(s):Prof.AlbertR.Meyer, Prof.AdamChlipala Topic(s):Engineering, ComputerScience, Mathematics RES.TLL-008| NonCredit SocialandEthicalResponsibilitiesofComputing(SERC) Instructors(s):Prof.JulieShah, Prof.DavidKaiser Topic(s):Engineering, ComputerScience, ArtificialIntelligence RES.MAS-002| NonCredit DayofAI Instructors(s):MITRAISE Topic(s):Engineering, ComputerScience, ArtificialIntelligence RES.MAS-001| NonCredit RAISE(ResponsibleAIforSocialEmpowermentandEducation) Instructors(s):MITRAISE Topic(s):Engineering, ComputerScience, ArtificialIntelligence 21A.859J| Graduate SocialTheoryandAnalysis Instructors(s):Prof.StefanHelmreich Topic(s):Humanities, History, IntellectualHistory YourDonationMakesaDifference LearnmoreabouthowyoucanhelpMITOpenCourseWareshareknowledgewiththeworld. 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