Udacity、北邮、华盛顿大学 人工智能课程

888888

602380;【课程内容】

Introduction to Artificial Intelligence AI Class

Welcome to AIProblem SolvingProbability in AIProbabilistic InferenceMachine LearningUnsupervised LearningRepresentation with LogicPlanningPlanning under UncertaintyReinforcement LearningHMMs and FiltersMDP ReviewGamesGame TheoryAdvanced PlanningComputer VisionRoboticsNatural Language ProcessingOffice Hours

附带

期中期末试题问题讲解

Data Manipulation at Scale  Systems and Algorithms

01 data science context and concepts

examples and the diversity of data scienceworking definitions of data sciencecharacterizing this courserelated topicscourse logisticsassignment 1 twitter sentiment analysis

02 relational databases and the relational algebra

principles of data manipulation and managementrelational algebrasql for data sciencekey principles of relational databases

03 mapreduce and parallel dataflow programming

reasoning about scalethe mapreduce programming modelalgorithms in mapreduceparallel databases vs mapreduce

04 nosql systems and concepts

what problems do nosql systems aim to solveearly key value systems and key conceptsdocument stores and extensible record storesextended nosql systemspig programming with relational algebrapig analyticsspark

05 graph analytics

structural taskstraversal taskspattern matching tasks and graph queryrecursive queriesrepresentations and algorithms


钟义信 人工智能与大数据

共两课

【下载地址】





本资源来源于 网络 付费网站  付费收集而来, 随时收集更新资源  本站专注搜集和分享各种付费网站资源,感谢您的信任


资源下载地址:

游客，如果您要查看本帖隐藏内容请回复>>>开通VIP无需回帖直接下载VIP通道

本站所有资源都来源于网络收集,网友提供或者交换而来!

如果侵犯了您的权益,请及时联系客服,我们即刻删除!