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【课程内容】
IntroductiontoArtificialIntelligenceAIClass
WelcometoAIProblemSolvingProbabilityinAIProbabilisticInferenceMachineLearningUnsupervisedLearningRepresentationwithLogicPlanningPlanningunderUncertaintyReinforcementLearningHMMsandFiltersMDPReviewGamesGameTheoryAdvancedPlanningComputerVisionRoboticsNaturalLanguageProcessingOfficeHours
附带
期中期末试题问题讲解
DataManipulationatScaleSystemsandAlgorithms
01datasciencecontextandconcepts
examplesandthediversityofdatascienceworkingdefinitionsofdatasciencecharacterizingthiscourserelatedtopicscourselogisticsassignment1twittersentimentanalysis
02relationaldatabasesandtherelationalalgebra
principlesofdatamanipulationandmanagementrelationalalgebrasqlfordatasciencekeyprinciplesofrelationaldatabases
03mapreduceandparalleldataflowprogramming
reasoningaboutscalethemapreduceprogrammingmodelalgorithmsinmapreduceparalleldatabasesvsmapreduce
04nosqlsystemsandconcepts
whatproblemsdonosqlsystemsaimtosolveearlykeyvaluesystemsandkeyconceptsdocumentstoresandextensiblerecordstoresextendednosqlsystemspigprogrammingwithrelationalalgebrapiganalyticsspark
05graphanalytics
structuraltaskstrA危ersaltaskspatternmatchingtasksandgraphqueryrecursivequeriesrepresentationsandalgorithms
钟义信人工智能与大数据
共两课

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