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Mastering Redis
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TakeyourknowledgeofRedistothenextleveltobuildenthrallingapplicationswitheaseAboutThisBook?DetailedexplanationonDatastructureserverwithpowerfulstrings,lists,sets,sorted-sets,andhashes?LearntoScaleyourdatawithRedisCluster’sdistributedsetup?ThisisafastpacedpracticalguidefullofscreenshotsandrealworkexamplestohelpyougettogripswithRedisinnotime.WhoThisBookIsForIfyouareasoftwaredeveloperwithsomeexperiencewithRedisandwouldnowliketoelevateyourRedisknowledgeandskillsevenfurther,thenthisbookisforyou.WhatYouWillLearn?ChoosetherightRedisdatastructureforyourproblem?UnderstandRedisevent-loopandimplementyourowncustomCcommands?SolvecomplexworkflowswithRedisserver-sidescriptingwithLua?ConfigureyourRedisinstanceforoptimalmemorymanagement?ScaleyourdatainadistributedmannerwithRedisCluster?ImprovethestabilityofyourRedissolutionusingRedisSentinel?ComplementyourexistingdatabaseandNoSQLenvironmentwithRedis?ExploitawiderangeoffeaturesprovidedbyRedistobecomeaDevOpsexpert.InDetailRedisisthemostpopular,open-source,keyvaluedatastructureserverthatprovidesawiderangeofcapabilitiesonwhichmultipleplatformscanbebebuilt.Itsfastandflexibledatastructuresgiveyourexistingapplicationsanedgeinthedevelopmentenvironment.ThisbookisapracticalguidewhichaimstohelpyoudeepdiveintotheworldofRedisdatastructuretoexploititsexcellentfeatures.WestartourjourneybyunderstandingtheneedofRedisinbrief,followedbyanexplanationofAdvancedkeymanagement.Next,youwilllearnaboutdesignpatterns,bestpracticesforusingRedisinDevOpsenvironmentandDockercontainerizationparadigmindetail.Afterthis,youwillunderstandtheconceptofscalingwithRedisclusterandRedisSentinel,followedbyathroughexplanationofincorporatingRediswithNoSQLtechnologiessuchasElasticsearchandMongoDB.Attheendofthissection,youwillbeabletodevelopcompetentapplicationsusingthesetechnologies.YouwillthenexplorethemessagequeuingandtaskmanagementfeaturesofRedisandwillbeabletoimplementtheminyourapplications.Finally,youwilllearnhowRediscanbeusedtobuildreal-timedataanalyticdashboards,fordifferentdisparatedatastreams.StyleandapproachThisisahandsonguidefullofeasy-to-followexamples,thatillustrateimportantconceptsandtechniquestosolvecomplexproblemswithRedis.

Jeremy Nelson ·專用軟件 ·8.6萬字

Hands/On Simulation Modeling with Python
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EnhanceyoursimulationmodelingskillsbycreatingandanalyzingdigitalprototypesofaphysicalmodelusingPythonprogrammingwiththiscomprehensiveguideKeyFeatures.Learntocreateadigitalprototypeofarealmodelusinghands-onexamples.Evaluatetheperformanceandoutputofyourprototypeusingsimulationmodelingtechniques.UnderstandvariousstatisticalandphysicalsimulationstoimprovesystemsusingPythonBookDescriptionSimulationmodelinghelpsyoutocreatedigitalprototypesofphysicalmodelstoanalyzehowtheyworkandpredicttheirperformanceintherealworld.Withthiscomprehensiveguide,you'llunderstandvariouscomputationalstatisticalsimulationsusingPython.Startingwiththefundamentalsofsimulationmodeling,you'llunderstandconceptssuchasrandomnessandexploredatageneratingprocesses,resamplingmethods,andbootstrappingtechniques.You'llthencoverkeyalgorithmssuchasMonteCarlosimulationsandMarkovdecisionprocesses,whichareusedtodevelopnumericalsimulationmodels,anddiscoverhowtheycanbeusedtosolvereal-worldproblems.Asyouadvance,you'lldevelopsimulationmodelstohelpyougetaccurateresultsandenhancedecision-makingprocesses.Usingoptimizationtechniques,you'lllearntomodifytheperformanceofamodeltoimproveresultsandmakeoptimaluseofresources.Thebookwillguideyouincreatingadigitalprototypeusingpracticalusecasesforfinancialengineering,prototypingprojectmanagementtoimproveplanning,andsimulatingphysicalphenomenausingneuralnetworks.Bytheendofthisbook,you'llhavelearnedhowtoconstructanddeploysimulationmodelsofyourowntoovercomereal-worldchallenges.Whatyouwilllearn.Gainanoverviewofthedifferenttypesofsimulationmodels.Gettogripswiththeconceptsofrandomnessanddatagenerationprocess.Understandhowtoworkwithdiscreteandcontinuousdistributions.WorkwithMonteCarlosimulationstocalculateadefiniteintegral.FindouthowtosimulaterandomwalksusingMarkovchains.Obtainrobustestimatesofconfidenceintervalsandstandarderrorsofpopulationparameters.Discoverhowtouseoptimizationmethodsinreal-lifeapplications.Runefficientsimulationstoanalyzereal-worldsystemsWhothisbookisforHands-OnSimulationModelingwithPythonisforsimulationdevelopersandengineers,modeldesigners,andanyonealreadyfamiliarwiththebasiccomputationalmethodsthatareusedtostudythebehaviorofsystems.ThisbookwillhelpyouexploreadvancedsimulationtechniquessuchasMonteCarlomethods,statisticalsimulations,andmuchmoreusingPython.WorkingknowledgeofPythonprogramminglanguageisrequired.

Giuseppe Ciaburro ·專用軟件 ·8.2萬字

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