ComputerSciececourseswithvideolectures
Itroductio
PleasecheckNOTESforgeeraliformatioaboutthislist.PleasereferCONTRIBUTING.mdforcotributioguidelies.TableofCotetsItroductiotoComputerScieceDataStructuresadAlgorithmsSystemsProgrammigDatabaseSystemsSoftwareEgieerigArtificialItelligeceMachieLearigWebProgrammigadIteretTechologiesComputerNetworksMathforComputerScietistTheoreticalCSadProgrammigLaguagesEmbeddedSystemsComputerOrgaizatioadArchitectureSecurityComputerGraphicsImageProcessigadComputerVisioComputatioalBiologyQuatumComputigRoboticsComputatioalFiaceMiscCoursesItroductiotoComputerScieceCS10-TheBeautyadJoyofComputig-Sprig2015-DaGarcia-UCBerkeleyIfoCoBuild6.0001-ItroductiotoComputerScieceadProgrammigiPytho-MITOCW6.001-StructureadIterpretatioofComputerPrograms,MITCS50-ItroductiotoComputerSciece,HarvardUiversity(cs50.tv)CS61A-StructureadIterpretatioofComputerPrograms[Pytho],UCBerkeleyCPSC110-SystematicProgramDesig[Racket],UiversityofBritishColumbiaCS50'sUderstadigTechologyCSE142ComputerProgrammigI(JavaProgrammig),Sprig2016-UiversityofWashigtoCS1301Itrotocomputig-GatechCS106A-ProgrammigMethodology,StafordUiversity(LectureVideos)CS106B-ProgrammigAbstractios,StafordUiversity(LectureVideos)CS106X-ProgrammigAbstractiosiC++(LectureVideos)CS107-ProgrammigParadigms,StafordUiversityCmSc150-ItroductiotoProgrammigwithArcadeGames,SimpsoCollegeLINFO1104-Paradigmsofcomputerprogrammig,PeterVaRoy,UiversitécatholiquedeLouvai,Belgium-EdXFP101x-ItroductiotoFuctioalProgrammig,TUDelftItroductiotoProblemSolvigadProgrammig-IITKapurItroductiotoprogrammigiC-IITKapurProgrammigiC++-IITKharagpurPythoBootCampFall2016-BerkeleyIstituteforDataSciece(BIDS)CS101-ItroductiotoComputerSciece-Udacity6.00SC-ItroductiotoComputerScieceadProgrammig(Sprig2011)-MITOCW6.00-ItroductiotoComputerScieceadProgrammig(Fall2008)-MITOCW6.01SC-ItroductiotoElectricalEgieerigadComputerScieceI-MITOCWModerC++Course(2018)-BoUiversityModerC++(Lecture&Tutorials,2020,Vizzo&Stachiss)-UiversityofBoDataStructuresadAlgorithms6.006-ItroductiotoAlgorithms,MITOCWAlgorithms:DesigadAalysis1-StafordUiversityAlgorithms:DesigadAalysis2-StafordUiversityCOS226Algorithms,Youtube,Priceto-byRobertSedgewickadKeviWayeCSE331ItroductiotoAlgorithmDesigadAalysis,SUNYUiversityatBuffalo,NY-Fall2017(Lectures)(HomeworkWalkthroughs)CSE373-AalysisofAlgorithms,StoyBrook-ProfSkieaCOP3530DataStructuresadAlgorithms,ProfSahi,UFL(Videos)CS225-DataStructures-UiversityofIllioisatUrbaa-Champaig(Videolectures)CS2-DataStructuresadAlgorithms-RichardBucklad-UNSWDataStructures-PepperdieUiversityCS161-DesigadAalysisofAlgorithms,Prof.TimRoughgarde,StafordUiversity6.046J-ItroductiotoAlgorithms-Fall2005,MITOCW6.046-DesigadAalysisofAlgorithms,Sprig2015-MITOCWCS473-Algorithms-UiversityofIllioisatUrbaa-Champaig(Notes-JeffErickso)(YouTube)COMP300E-ProgrammigChalleges,ProfSkiea,HogKogUiversityofScieceadTechology-200916s-4102-Algorithms,UiversityofVirgiia(Youtube)CS170Algorithms-UCBerkeleyFall2018,YoutubeFall2018,Bilibili2013BilibiliECS122A-AlgorithmDesigadAalysis,UCDavisCSEP521-AppliedAlgorithms,Witer2013-UiversityofWashigto(Videos)DataStructuresAdAlgorithms-IITDelhiDesigadAalysisofAlgorithms-IITBombayProgrammig,DataStructuresadAlgorithms-IITMadrasDesigadAalysisofAlgorithms-IITMadrasFudametalAlgorithms:DesigadAalysis-IITKharagpurProgrammigadDataStructure-IITKharagpurProgrammig,DatastructuresadAlgorithms-IITMadrasProgrammig,DataStructuresadAlgorithmsiPytho-IITMadrasProgrammigadDatastructures(PDS)-IITMadrasCOP5536AdvacedDataStructures,ProfSahi-UFL(Videos)CS261-ASecodCourseiAlgorithms,StafordUiversity(Youtube)Iformatics2B-Algorithms,DataStructuresadLearig-UiversityofEdiburghCS224-AdvacedAlgorithms,HarvardUiversity(LectureVideos)(Youtube)CS6150-AdvacedAlgorithms(Fall2016),UiversityofUtahCS6150-AdvacedAlgorithms(Fall2017),UiversityofUtahECS222A-GraduateLevelAlgorithmDesigadAalysis,UCDavis6.851-AdvacedDataStructures,MIT(MITOCW)6.854-AdvacedAlgorithms,MIT(Prof.Kargerlectures)CS264BeyodWorst-CaseAalysis,Fall2014-TimRoughgardeLecture(Youtube)CS364AAlgorithmicGameTheory,Fall2013-TimRoughgardeLecturesCS364BAdvacedMechaismDesig,Witer2014-TimRoughgardeLecturesAlgorithms-Adui6.889-AlgorithmsforPlaarGraphsadBeyod(Fall2011)MIT6.890AlgorithmicLowerBouds:FuwithHardessProofs-MITOCWComputerAlgorithms-2-IITKapurParallelAlgorithm-IITKapurGraphTheory-IISCBagaloreSystemsProgrammig15-213ItroductiotoComputerSystems,Fall2015-CMUCS361-COMPUTERSYSTEMS-UICCS4400–ComputerSystemsFall2016-UoUtahSystems-AduiCS110:PriciplesofComputerSystems-StafordOperatigSystemsCS124OperatigSystems-CaliforiaIstituteofTechology,Fall2018-YoutubeCS162OperatigSystemsadSystemsProgrammig,Sprig2015-UiversityofCaliforia,BerkeleyCS4414-OperatigSystems,UiversityofVirgiia(rust-class)CS4414OperatigSystems,Fall2018-UiversityofVirgiiaCSE421/521-ItroductiotoOperatigSystems,SUNYUiversityatBuffalo,NY-Sprig2016(Lectures-YouTube)(Recitatios2016)(Assigmetwalkthroughs)CS377-OperatigSystems,Fall16-UmassOS6.828-OperatigSystemEgieerig[Fall2014]6.S081-OperatigSystemEgieerig[Fall2020]CSE30341-OperatigSystems,Spr2008CSEP551OperatigSystemsAutum2014-UiversityofWashigtoItroductiotoOperatigSystems-IITMadrasCS194AdvacedOperatigSystemsStructuresadImplemetatio,Sprig2013IfoCoBuild,UCBerkeleyCSE60641-GraduateOperatigSystems,Fall08DistributedSystemsCS677-DistributedOperatigSystems,Sprig16-UmassOSCS436-DistributedComputerSystems-UWaterloo6.824-DistributedSystems,Sprig2015-MIT6.824DistributedSystems-Sprig2020-MIT(Youtube)DistributedAlgorithms,https://cavas.istructure.com/courses/902299CSEP552-PMPDistributedSystems,Sprig2013-UiversityofWashigto(Videos)CSE490H-ScalableSystems:Desig,ImplemetatioadUseofLargeScaleClusters,Autum2008-UiversityofWashigto(Videos)MOOC-CloudComputigCocepts-UIUCDistributedSystems(Prof.PallabDasgupta)EdXKTHxID2203ReliableDistributedAlgorithmsDistributedDataMaagemet-TechischeUiversitätBrauschweig,GermayIformatioRetrievaladWebSearchEgies-TechischeUiversitätBrauschweig,GermayMiddlewareadDistributedSystems(WS2009/10)-Dr.MartivoLöwis-HPIReal-TimeSystemsCPCS663-Real-TimeSystems:VideoMaterial-TAMURealTimeSystems-IITKharagpur6.172PerformaceEgieerigofSoftwareSystems-MITOCWPerformaceEvaluatioofComputerSystems-IITMadrasStorageSystems-IISCBagaloreMAP6264-QueueigTheory-FAU(VideoLectures)EE380ColloquimoComputerSystems-StafordUiversity(Lecturevideos)DatabaseSystemsCMPSC431WDatabaseMaagemetSystems,Fall2015-PeStateUiversityLectures-YouTubeCS121-ItroductiotoRelatioalDatabaseSystems,Fall2016-CaltechCS5530-DatabaseSystems,Sprig2016-UiversityofUtahDistributedDataMaagemet(WT2018/19)-HPIUiversityofPotsdamMOOC-DatabaseStafordDbclassCSEP544,DatabaseMaagemetSystems,Au2015-UiversityofWashigtoDatabaseDesig-IITMadrasFudametalsofDatabaseSystems-IITKapurPriciplesofDatabaseMaagemet,BartBaesesFIT9003DatabaseSystemsDesig-MoashUiversity15-445-ItroductiotoDatabaseSystems,CMU(YouTube-2018,YouTube-2017,YouTube-2019)15-721-DatabaseSystems,CMU(YouTube-2017,YouTube-2016)15-721AdvacedDatabaseSystems(Sprig2019)-CMUCS122-RelatioalDatabaseSystemImplemetatio,Witer2014-2015-CaltechCS186-DatabaseSystems,UCBerkeley,Sprig2015(Lectures-IfoCoBuild)CS6530-Graduate-levelDatabaseSystems,Fall2016,UiversityofUtah(Lectures-YouTube)6.830/6.814-DatabaseSystems[Fall2014]Iformatics1-Data&Aalysis2014/15-UiversityofEdiburghDatabaseMaagemetSystems,AduiD4M-SigalProcessigoDatabasesI-MemoryDataMaagemet(2013)Prof.HassoPlatter-HPIDistributedDataMaagemet(WT2019/20)-Dr.ThorstePapebrock-HPISoftwareEgieerigObjectOrietedDesigECE462Object-OrietedProgrammigusigC++adJava-PurdueObject-orietedProgramDesigadSoftwareEgieerig-AduiOOSE-Object-OrietedSoftwareEgieerig,Dr.TimLethbridgeObjectOrietedSystemsAalysisadDesig(SystemsAalysisadDesigiaChagigWorld)CS251-ItermediateSoftwareDesig(C++versio)-VaderbiltUiversityOOSE-SoftwareDevUsigUMLadJavaObject-OrietedAalysisadDesig-IITKharagpurCS3-DesigiComputig-RichardBuckladUNSWIformatics1-Object-OrietedProgrammig2014/15-UiversityofEdiburghSoftwareEgieerigwithObjectsadCompoets2015/16-UiversityofEdiburghSoftwareEgieerigComputerSciece169-SoftwareEgieerig-Sprig2015-UCBerkeleyCS5150-SoftwareEgieerig,Fall2014-CorellUiversityItroductiotoServiceDesigadEgieerig-UiversityofTreto,ItalyCS164SoftwareEgieerig-HarvardSystemAalysisadDesig-IISCBagaloreSoftwareEgieerig-IITBombayDepedableSystems(SS2014)-HPIUiversityofPotsdamSoftwareTestig-IITKharagpurSoftwareTestig-Udacity,course-cs258|2015SoftwareDebuggig-Udacity,course-cs259|2015SoftwareEgieerig-Bauhaus-UiWeimarSoftwareArchitectureCS411-SoftwareArchitectureDesig-BilketUiversityMOOC-SoftwareArchitecture&Desig-UdacityCocurrecyCS176-MultiprocessorSychroizatio-BrowUiversity(Videosfrom2012)CS282(2014):CocurretJavaNetworkProgrammigiAdroidCSEP506–Cocurrecy,Sprig2011-UiversityofWashigto(Videos)CSEP524-ParallelComputatio-UiversityofWashigto(Videos)ParallelProgrammigCocepts(WT2013/14)-HPIUiversityofPotsdamParallelProgrammigCocepts(WT2012/13)-HPIUiversityofPotsdamMobileApplicatioDevelopmetMOOCProgrammigMobileApplicatiosforAdroidHadheldSystems-UiversityofMaryladCS193p-DevelopigApplicatiosforiOS,StafordUiversityCSS-76BuildigMobileApplicatios-HarvardCS251(2015):ItermediateSoftwareDesigAdroidAppDevelopmetforBegiersPlaylist-theewbostoAdroidApplicatioDevelopmetTutorials-theewbostoMOOC-DevelopigAdroidApps-UdacityMOOC-AdvacedAdroidAppDevelopmet-UdacityCSSE490AdroidDevelopmetRose-HulmaWiter2010-2011,DaveFisheriOSCourse,DaveFisherDevelopigiPadApplicatiosforVisualizatioadIsight-CaregieMelloUiversityMobileComputig-IITMadrasMobileIformatioSystems-Bauhaus-UiWeimarArtificialItelligeceCS50-ItroductiotoArtificialItelligecewithPytho(adMachieLearig),HarvardOCWCS188-ItroductiotoArtificialItelligece,UCBerkeley-Sprig20156.034ArtificialItelligece,MITOCWCS221:ArtificialItelligece:PriciplesadTechiques-Autum2019-StafordUiversity15-780-GraduateArtificialItelligece,Sprig14,CMUCSE592ApplicatiosofArtificialItelligece,Witer2003-UiversityofWashigtoCS322-ItroductiotoArtificialItelligece,Witer2012-13-UBC(YouTube)CS4804:ItroductiotoArtificialItelligece,Fall2016CS5804:ItroductiotoArtificialItelligece,Sprig2015ArtificialItelligece-IITKharagpurArtificialItelligece-IITMadrasArtificialItelligece(Prof.P.Dasgupta)-IITKharagpurMOOC-ItrotoArtificialItelligece-UdacityMOOC-ArtificialItelligeceforRobotics-UdacityGraduateCourseiArtificialItelligece,Autum2012-UiversityofWashigtoAget-BasedSystems2015/16-UiversityofEdiburghIformatics2D-ReasoigadAgets2014/15-UiversityofEdiburghArtificialItelligece-HochschuleRavesburg-WeigarteDeductiveDatabasesadKowledge-BasedSystems-TechischeUiversitätBrauschweig,GermayArtificialItelligece:KowledgeRepresetatioadReasoig-IITMadrasSematicWebTechologiesbyDr.HaraldSack-HPIKowledgeEgieerigwithSematicWebTechologiesbyDr.HaraldSack-HPIMachieLearigItroductiotoMachieLearigMOOCMachieLearigAdrewNg-Coursera/Staford(Notes)ItroductiotoMachieLearigforCodersMOOC-StatisticalLearig,StafordUiversityFoudatiosofMachieLearigBootCamp,BerkeleySimosIstituteCS155-MachieLearig&DataMiig,2017-Caltech(Notes)(2016)CS156-LearigfromData,Caltech10-601-ItroductiotoMachieLearig(MS)-TomMitchell-2015,CMU(YouTube)10-601MachieLearig|CMU|Fall201710-701-ItroductiotoMachieLearig(PhD)-TomMitchell,Sprig2011,CMU(Fall2014)(Sprig2015byAlexSmola)10-301/601-ItroductiotoMachieLearig-Sprig2020-CMUCMS165FoudatiosofMachieLearigadStatisticalIferece-2020-CaltechMicrosoftResearch-MachieLearigCourseCS446-MachieLearig,Sprig2019,UIUC(Fall2016Lectures)udergraduatemachielearigatUBC2012,NadodeFreitasCS229-MachieLearig-StafordUiversity(Autum2018)CS189/289AItroductiotoMachieLearig,ProfJoathaShewchuk-UCBerkeleyCPSC340:MachieLearigadDataMiig(2018)-UBCCS4780/5780MachieLearig,Fall2013-CorellUiversityCS4780/5780MachieLearig,Fall2018-CorellUiversity(Youtube)CSE474/574ItroductiotoMachieLearig-SUNYUiversityatBuffaloCS5350/6350-MachieLearig,Fall2016,UiversityofUtahECE5984ItroductiotoMachieLearig,Sprig2015-VirgiiaTechCSx824/ECEx242MachieLearig,BertHuag,Fall2015-VirgiiaTechSTA4273H-LargeScaleMachieLearig,Witer2015-UiversityofTorotoCS485/685MachieLearig,ShaiBe-David,UiversityofWaterlooSTAT441/841ClassificatioWiter2017,Waterloo10-605-MachieLearigwithLargeDatasets,Fall2016-CMUIformatioTheory,PatterRecogitio,adNeuralNetworks-UiversityofCambridgePythoadmachielearig-StafordCrowdCourseIitiativeMOOC-MachieLearigPart1a-Udacity/GeorgiaTech(Part1bPart2Part3)MachieLearigadPatterRecogitio2015/16-UiversityofEdiburghItroductoryAppliedMachieLearig2015/16-UiversityofEdiburghPatterRecogitioClass(2012)-UiversitätHeidelbergItroductiotoMachieLearigadPatterRecogitio-CBCSLOSUItroductiotoMachieLearig-IITKharagpurItroductiotoMachieLearig-IITMadrasPatterRecogitio-IISCBagalorePatterRecogitioadApplicatio-IITKharagpurPatterRecogitio-IITMadrasMachieLearigSummerSchool2013-MaxPlackIstituteforItelligetSystemsTübigeMachieLearig-ProfessorKoga(Sprig2016)-RutgersCS273a:ItroductiotoMachieLearig(YouTube)MachieLearigCrashCourse2015COM4509/COM6509MachieLearigadAdaptiveItelligece2015-1610715AdvacedItroductiotoMachieLearigItroductiotoMachieLearig-Sprig2018-ETHZurichMachieLearig-PedroDomigos-UiversityofWashigtoAdvacedMachieLearig-2019-ETHZürichMachieLearig(COMP09012)ProbabilisticMachieLearig2020-UiversityofTübigeStatisticalMachieLearig2020-UlrikevoLuxburg-UiversityofTübigeCOMSW4995-AppliedMachieLearig-Sprig2020-ColumbiaUiversityDataMiigCSEP546,DataMiig-PedroDomigos,Sp2016-UiversityofWashigto(YouTube)CS5140/6140-DataMiig,Sprig2016,UiversityofUtah(Youtube)CS5955/6955-DataMiig,UiversityofUtah(YouTube)Statistics202-StatisticalAspectsofDataMiig,Summer2007-Google(YouTube)MOOC-TextMiigadAalyticsbyChegXiagZhaiIformatioRetrievalSS2014,iTues-HPIMOOC-DataMiigwithWekaCS290DataMiigLecturesCS246-MiigMassiveDataSets,Witer2016,StafordUiversity(YouTube)DataMiig:LearigFromLargeDatasets-Fall2017-ETHZurichIformatioRetrieval-Sprig2018-ETHZurichCAP6673-DataMiigadMachieLearig-FAU(Videolectures)DataWarehousigadDataMiigTechiques-TechischeUiversitätBrauschweig,GermayDataScieceData8:TheFoudatiosofDataSciece-UCBerkeley(Summer17)CSE519-DataScieceFall2016-Skiea,SBUCS109DataSciece,HarvardUiversity(YouTube)6.0002ItroductiotoComputatioalThikigadDataSciece-MITOCWData100-Summer19-UCBerkeleyDistributedDataAalytics(WT2017/18)-HPIUiversityofPotsdamStatistics133-CoceptsiComputigwithData,Fall2013-UCBerkeleyDataProfiligadDataCleasig(WS2014/15)-HPIUiversityofPotsdamAM207-StochasticMethodsforDataAalysis,IfereceadOptimizatio,HarvardUiversityCS229r-AlgorithmsforBigData,HarvardUiversity(Youtube)AlgorithmsforBigData-IITMadrasProbabilisticGraphicalModeligMOOC-ProbabilisticGraphicalModels-CourseraCS6190-ProbabilisticModelig,Sprig2016,UiversityofUtah10-708-ProbabilisticGraphicalModels,CaregieMelloUiversityProbabilisticGraphicalModels,DapheKoller,StafordUiversityProbabilisticModels-UNIVERSITYOFHELSINKIProbabilisticModelligadReasoig2015/16-UiversityofEdiburghProbabilisticGraphicalModels,Sprig2018-NotreDameDeepLearig6.S191:ItroductiotoDeepLearig-MITDeepLearigCMUPart1:PracticalDeepLearigforCoders,v3-fast.aiPart2:DeepLearigfromtheFoudatios-fast.aiDeeplearigatOxford2015-NadodeFreitas6.S094:DeepLearigforSelf-DrivigCars-MITCS294-129Desigig,VisualizigadUderstadigDeepNeuralNetworks(YouTube)CS230:DeepLearig-Autum2018-StafordUiversitySTAT-157DeepLearig2019-UCBerkeleyFullStackDLBootcamp2019-UCBerkeleyDeepLearig,StafordUiversityMOOC-NeuralNetworksforMachieLearig,GeoffreyHito2016-CourseraDeepUsupervisedLearig--BerkeleySprig2020Stat946DeepLearig-UiversityofWaterlooNeuraletworksclass-UiversitédeSherbrooke(YouTube)CS294-158DeepUsupervisedLearigSP19DLCV-DeepLearigforComputerVisio-UPCBarceloaDLAI-DeepLearigforArtificialItelligece@UPCBarceloaNeuralNetworksadApplicatios-IITKharagpurUVADEEPLEARNINGCOURSENvidiaMachieLearigClassDeepLearig-Witer2020-21-TübigeMachieLearigReiforcemetLearigCS234:ReiforcemetLearig-Witer2019-StafordUiversityItroductiotoreiforcemetlearig-UCLAdvacedDeepLearig&ReiforcemetLearig-UCLReiforcemetLe
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