教程-Hands-On Fundamentals of Data Science with Go
MP4|Video:AVC1920x1080|Audio:AAC48KHz2ch|Duration:1Hour47M| 
Genre:eLearning|Language:English

Go(alsoknownasGolang),createdatGoogle,isincreasinglyprovingtobefaster,easytocodein,highlyefficientandconcurrentprogramminglanguages.Itisthenext-genlanguageofdatascience,machinelearningandAIingeneral-asitstrikesagreatbalancebetweenproductivityandmaintainabilityofcode.Manydatascientistsprototypemodels,whicharethendeployedtoproductionbysomeoneelse,Gowillallowyoutodoboth!Inthesevideos,youwillgetcompletehands-onguidanceonhowtoperformdatamining,naturallanguageprocessing,machinelearning,linearalgebraandunderstandindetailhowyoucanusethesetoboostdatascienceprojectsinyourteamsusingGo.Youwillgainpracticalcoverageonhowtododatacollection,datacleaningandmining,useofstatisticalmodelsforanalysisanddatavisualization.Youwillalsogettousecutting-edgelibrariesinGo,andusethemwithpopulardatasetsusedbythemachinelearningcommunity.Thecoursewouldalsoguidesyoutobuildreal-lifehandsonprojectsliketwitterbotwhichtweetsonyourbehalf,sentimentanalysisonmoviereviewsusingNaïveBayesanddecisiontrees,twodifferentkindsofrecommendationsystemstorecommendmoviesandaregressionmodeltoperformstockpricesforecasting,alongwithperformingyourowndatavisualizationsinGo.

Youwillgetacompleteholdontheuseofstatistics,linearalgebraandunderstandindetailhowyoucanboostyourdatascienceusingGo.Youwillgainpracticalcoverageonhowtododatacollection,datasanitationandmunging,theuseofstatisticalmodelsforanalysisanddatavisualization.ThevideowouldalsogetyoucouplewiththefundamentalsofmachinelearningalongwithaquickrunthroughinimplementingmodelssuchasDecisionTrees,NaiveBayes,SVMandsoon.YouwillalsogettoknowhowyoucanworkwithbigdataprocessingtoolslikeApacheSparkandKafkainyourdatascienceprojects.Thecoursewouldalsogetyouthroughacoupleofexampleslikerecommendationsystem,sentimentalanalysisandstockpricesforecasting.