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Artificial Intelligence By Example
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Artificial Intelligence By Example

ArtificialIntelligencebyExampleisasimple,explanatory,anddescriptiveguideforjuniordevelopers,experienceddevelopers,technologyconsultants,andthoseinterestedinAIwhowanttounderstandthefundamentalsofArtificialIntelligenceandimplementitpracticallybydevisingsmartsolutions.PriorexperiencewithPythonandstatisticalknowledgeisessentialtomakethemostoutofthisbook.

Denis Rothman ·自動化 ·10.3萬字

Mastering Wireshark 2
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Mastering Wireshark 2

Ifyouareasecurityprofessionaloranetworkenthusiastandareinterestedinunderstandingtheinternalworkingofnetworks,andifyouhavesomepriorknowledgeofusingWireshark,thenthisbookisforyou.

Andrew Crouthamel ·電子通信 ·4.9萬字

Hands-On Data Science with Anaconda
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Hands-On Data Science with Anaconda

Hands-OnDataSciencewithAnacondaisforyouifyouareadeveloperwhoislookingforthebesttoolsinthemarkettoperformdatascience.It’salsoidealfordataanalystsanddatascienceprofessionalswhowanttoimprovetheefficiencyoftheirdatascienceapplicationsbyusingthebestlibrariesinmultiplelanguages.BasicprogrammingknowledgewithRorPythonandintroductoryknowledgeoflinearalgebraisexpected.

Dr. Yuxing Yan James Yan ·自動化 ·4.6萬字

Deep Reinforcement Learning Hands-On
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Deep Reinforcement Learning Hands-On

Recentdevelopmentsinreinforcementlearning(RL),combinedwithdeeplearning(DL),haveseenunprecedentedprogressmadetowardstrainingagentstosolvecomplexproblemsinahuman-likeway.Google’suseofalgorithmstoplayanddefeatthewell-knownAtariarcadegameshaspropelledthefieldtoprominence,andresearchersaregeneratingnewideasatarapidpace.DeepReinforcementLearningHands-OnisacomprehensiveguidetotheverylatestDLtoolsandtheirlimitations.YouwillevaluatemethodsincludingCross-entropyandpolicygradients,beforeapplyingthemtoreal-worldenvironments.TakeonboththeAtarisetofvirtualgamesandfamilyfavoritessuchasConnect4.ThebookprovidesanintroductiontothebasicsofRL,givingyoutheknow-howtocodeintelligentlearningagentstotakeonaformidablearrayofpracticaltasks.DiscoverhowtoimplementQ-learningon‘gridworld’environments,teachyouragenttobuyandtradestocks,andfindouthownaturallanguagemodelsaredrivingtheboominchatbots.

Maxim Lapan ·自動化 ·13.4萬字

Big Data Architect’s Handbook
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Big Data Architect’s Handbook

Thebigdataarchitectsarethe"masters"ofdata,andholdhighvalueintoday’smarket.Handlingbigdata,beitofgoodorbadquality,isnotaneasytask.Theprimejobforanybigdataarchitectistobuildanend-to-endbigdatasolutionthatintegratesdatafromdifferentsourcesandanalyzesittofinduseful,hiddeninsights.BigDataArchitect’sHandbooktakesyouthroughdevelopingacomplete,end-to-endbigdatapipeline,whichwilllaythefoundationforyouandprovidethenecessaryknowledgerequiredtobeanarchitectinbigdata.Rightfromunderstandingthedesignconsiderationstoimplementingasolid,efficient,andscalabledatapipeline,thisbookwalksyouthroughalltheessentialaspectsofbigdata.ItalsogivesyouanoverviewofhowyoucanleveragethepowerofvariousbigdatatoolssuchasApacheHadoopandElasticSearchinordertobringthemtogetherandbuildanefficientbigdatasolution.Bytheendofthisbook,youwillbeabletobuildyourowndesignsystemwhichintegrates,maintains,visualizes,andmonitorsyourdata.Inaddition,youwillhaveasmoothdesignflowineachprocess,puttinginsightsinaction.

Syed Muhammad Fahad Akhtar ·自動化 ·8.2萬字

Machine Learning with Core ML
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Machine Learning with Core ML

MachineLearningwithCoreMLisforyouifyouareanintermediateiOSdeveloperinterestedinapplyingmachinelearningtoyourmobileapps.ThisbookisalsoforthosewhoaremachinelearningdevelopersordeeplearningpractitionerswhowanttobringthepowerofneuralnetworksintheiriOSapps.Someexposuretomachinelearningconceptswouldbebeneficialbutnotessential,asthisbookactsasalaunchpadintotheworldofmachinelearningfordevelopers.

Joshua Newnham ·自動化 ·7.4萬字

Learn Ansible
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Learn Ansible

LearnAnsibleisperfectforsystemadministratorsanddeveloperswhowanttotaketheircurrentworkflowsandtransformthemintorepeatableplaybooksusingAnsible.NopriorknowledgeofAnsibleisrequired.

Russ McKendrick ·自動化 ·9.7萬字

Java Deep Learning Projects
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Java Deep Learning Projects

Ifyouareadatascientist,machinelearningprofessional,ordeeplearningpractitionerkeentoexpandyourknowledgebydelvingintothepracticalaspectsofdeeplearningwithJava,thenthisbookiswhatyouneed!Getreadytobuildadvanceddeeplearningmodelstocarryoutcomplexnumericalcomputations.SomebasicunderstandingofmachinelearningconceptsandaworkingknowledgeofJavaarerequired.

Md. Rezaul Karim ·自動化 ·8.1萬字

NetSuite ERP for Administrators
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NetSuite ERP for Administrators

Thisbookisforadministrators,consultants,andProjectManagerswhowouldliketoimprovetheirskillsintheareasofconfigurationandsystemmanagement.BasicexperienceimplementingNetSuiteisassumed.

Anthony Bickof ·自動化 ·5.1萬字

Hands-On Microservices with C#
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Hands-On Microservices with C#

C#developers,softwarearchitects,andprofessionalswhowanttomastertheartofdesigningthemicroservicearchitecturethatisscalablebasedonenvironment.Developersshouldhaveabasicunderstandingof.NETapplicationdevelopmentusingC#andVisualStudio.

Matt R. Cole ·自動化 ·3.9萬字

Hands-On Serverless Computing
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Hands-On Serverless Computing

Serverlessapplicationsandarchitecturesaregainingmomentumandareincreasinglybeingusedbycompaniesofallsizes.Serverlesssoftwaretakescareofmanyproblemsthatdevelopersfacewhenrunningsystemsandservers,suchasfaulttolerance,centralizedlogging,horizontalscalability,anddeployments.Youwilllearnhowtoharnessserverlesstechnologytorapidlyreduceproductiontimeandminimizeyourcosts,whilestillhavingthefreedomtocustomizeyourcode,withouthinderingfunctionality.Uponfinishingthebook,youwillhavetheknowledgeandresourcestobuildyourownserverlessapplicationhostedinAWS,MicrosoftAzure,orGoogleCloudPlatform,andwillhaveexperiencedthebenefitsofevent-driventechnologyforyourself.Thishands-onguidedivesintothebasisofserverlessarchitecturesandhowtobuildthemusingNode.jsasaprogramminglanguage,VisualStudioCodeforcodeediting,andPostmanforquicklyandsecurelydevelopingapplicationswithoutthehassleofconfiguringandmaintaininginfrastructureonthreepubliccloudplatforms.

Kuldeep Chowhan ·自動化 ·5.6萬字

Network Security with pfSense
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Network Security with pfSense

Whileconnectedtotheinternet,you’reapotentialtargetforanarrayofcyberthreats,suchashackers,keyloggers,andTrojansthatattackthroughunpatchedsecurityholes.Afirewallworksasabarrier(or‘shield’)betweenyourcomputerandcyberspace.pfSenseishighlyversatilefirewallsoftware.WiththousandsofenterprisesusingpfSense,itisfastbecomingtheworld'smosttrustedopensourcenetworksecuritysolution.NetworkSecuritywithpfSensebeginswithanintroductiontopfSense,whereyouwillgainanunderstandingofwhatpfSenseis,itskeyfeatures,andadvantages.Next,youwilllearnhowtoconfigurepfSenseasafirewallandcreateandmanagefirewallrules.Asyoumakeyourwaythroughthechapters,youwilltestpfSenseforfailoverandloadbalancingacrossmultiplewideareanetwork(WAN)connections.YouwillthenconfigurepfSensewithOpenVPNforsecureremoteconnectivityandimplementIPsecVPNtunnelswithpfSense.Intheconcludingchapters,you’llunderstandhowtoconfigureandintegratepfSenseasaSquidproxyserver.Bytheendofthisbook,youwillbeabletoleveragethepowerofpfSensetobuildasecurenetwork.

Manuj Aggarwal ·自動化 ·2.5萬字

Hands-On Ensemble Learning with R
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Hands-On Ensemble Learning with R

Ensembletechniquesareusedforcombiningtwoormoresimilarordissimilarmachinelearningalgorithmstocreateastrongermodel.Suchamodeldeliverssuperiorpredictionpowerandcangiveyourdatasetsaboostinaccuracy.Hands-OnEnsembleLearningwithRbeginswiththeimportantstatisticalresamplingmethods.Youwillthenwalkthroughthecentraltrilogyofensembletechniques–bagging,randomforest,andboosting–thenyou'lllearnhowtheycanbeusedtoprovidegreateraccuracyonlargedatasetsusingpopularRpackages.Youwilllearnhowtocombinemodelpredictionsusingdifferentmachinelearningalgorithmstobuildensemblemodels.Inadditiontothis,youwillexplorehowtoimprovetheperformanceofyourensemblemodels.Bytheendofthisbook,youwillhavelearnedhowmachinelearningalgorithmscanbecombinedtoreducecommonproblemsandbuildsimpleefficientensemblemodelswiththehelpofreal-worldexamples.

Prabhanjan Narayanachar Tattar ·自動化 ·7.1萬字

Microsoft Power BI Quick Start Guide
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Microsoft Power BI Quick Start Guide

MicrosoftPowerBIisacloud-basedservicethathelpsyoueasilyvisualizeandshareinsightsusingyourorganization'sdata.ThisbookwillgetyoustartedwithbusinessintelligenceusingthePowerBItoolset,coveringessentialconceptssuchasinstallation,designingeffectivedatamodels,aswellasbuildingbasicdashboardsandvisualizationstomakeyourdatacometolifeYouwilllearnhowtogetyourdatathewayyouwant–connectingtodatasourcessourcesandhowtocleanyourdatawiththePowerBIQueryEditor.Youwillnextlearnhowtoproperlydesignyourdatamodeltomakeyourdataeasiertoworkwith..YouwillnextlearnhowtoproperlydesignyourdatamodeltonavigatetablerelationshipsandbuildDAXformulastomakeyourdataeasiertoworkwith.Visualizingyourdataisanotherkeyelementofthisbook,andyouwilllearnhowtofollowproperdatavisualizationstylesandenhanceddigitalstorytellingtechniques.Bytheendofthisbook,youwillunderstandhowtoadministeryourorganization'sPowerBIenvironmentsodeploymentcanbemadeseamless,datarefreshescanrunproperly,andsecuritycanbefullyimplemented.

Devin Knight Brian Knight Mitchell Pearson Manuel Quintana ·自動化 ·4.5萬字

Hands-On Agile Software Development with JIRA
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Hands-On Agile Software Development with JIRA

Asteamsscaleinsize,projectmanagementcangetverycomplicated.OneofthebesttoolstodealwiththiskindofproblemisJIRA.ThisbookwillstartbyorganizingyourprojectrequirementsandtheprinciplesofAgiledevelopmenttogetyoustarted.YouwillthenbeintroducedtosetupaJIRAaccountandtheJIRAecosystemtohelpyouimplementadashboardforyourteam'sworkandissues.Youwilllearnhowtomanageanyissuesandbugsthatmightemergeinthedevelopmentstage.Goingahead,thebookwillhelpyoubuildreportsandusethemtoplanthereleasesbasedonthestudyofthereports.Towardstheend,youwillcomeacrossworkingwiththegathereddataandcreateadashboardthathelpsyoutracktheproject'sdevelopment.

David Harned ·自動化 ·2.1萬字

Mastering Kibana 6.x
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Mastering Kibana 6.x

KibanaisoneofthepopulartoolsamongdataenthusiastsforslicinganddicinglargedatasetsanduncoveringBusinessIntelligence(BI)withthehelpofitsrichandpowerfulvisualizations.Tobeginwith,MasteringKibana6.xquicklyintroducesyoutothefeaturesofKibana6.x,beforeteachingyouhowtocreatesmartdashboardsinnotime.Youwillexploremetricanalyticsandgraphexploration,followedbyunderstandinghowtoquicklycustomizeKibanadashboards.Inadditiontothis,youwilllearnadvancedanalyticssuchasmaps,hits,andlistanalytics.Allthiswillhelpyouenhanceyourskillsinrunningandcomparingmultiplequeriesandfilters,influencingyourdatavisualizationskillsatscale.WithKibana’sTimelionfeature,youcananalyzetimeseriesdatawithhistogramsandstatsanalytics.Bytheendofthisbook,youwillhavecreatedaspeedymachinelearningjobusingX-Packcapabilities.

Anurag Srivastava ·自動化 ·5.7萬字

Hands-On Intelligent Agents with OpenAI Gym
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Hands-On Intelligent Agents with OpenAI Gym

Manyreal-worldproblemscanbebrokendownintotasksthatrequireaseriesofdecisionstobemadeoractionstobetaken.Theabilitytosolvesuchtaskswithoutamachinebeingprogrammedrequiresamachinetobeartificiallyintelligentandcapableoflearningtoadapt.Thisbookisaneasy-to-followguidetoimplementinglearningalgorithmsformachinesoftwareagentsinordertosolvediscreteorcontinuoussequentialdecisionmakingandcontroltasks.Hands-OnIntelligentAgentswithOpenAIGymtakesyouthroughtheprocessofbuildingintelligentagentalgorithmsusingdeepreinforcementlearningstartingfromtheimplementationofthebuildingblocksforconfiguring,training,logging,visualizing,testing,andmonitoringtheagent.Youwillwalkthroughtheprocessofbuildingintelligentagentsfromscratchtoperformavarietyoftasks.Intheclosingchapters,thebookprovidesanoverviewofthelatestlearningenvironmentsandlearningalgorithms,alongwithpointerstomoreresourcesthatwillhelpyoutakeyourdeepreinforcementlearningskillstothenextlevel.

Praveen Palanisamy ·自動化 ·5.9萬字

Learning Jupyter 5
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Learning Jupyter 5

TheJupyterNotebookallowsyoutocreateandsharedocumentsthatcontainlivecode,equations,visualizations,andexplanatorytext.TheJupyterNotebooksystemisextensivelyusedindomainssuchasdatacleaningandtransformation,numericalsimulation,statisticalmodeling,andmachinelearning.LearningJupyter5willhelpyougettogripswithinteractivecomputingusingreal-worldexamples.ThebookstartswithadetailedoverviewoftheJupyterNotebooksystemanditsinstallationindifferentenvironments.Next,youwilllearntointegratetheJupytersystemwithdifferentprogramminglanguagessuchasR,Python,Java,JavaScript,andJulia,andexplorevariousversionsandpackagesthatarecompatiblewiththeNotebooksystem.Movingahead,youwillmasterinteractivewidgetsandnamespacesandworkwithJupyterinamulti-usermode.Bytheendofthisbook,youwillhaveusedJupyterwithabigdatasetandbeabletoapplyallthefunctionalitiesyou’veexploredthroughoutthebook.YouwillalsohavelearnedallabouttheJupyterNotebookandbeabletostartperformingdatatransformation,numericalsimulation,anddatavisualization.

Dan Toomey ·自動化 ·3.6萬字

Artificial Intelligence for Robotics
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Artificial Intelligence for Robotics

ArtificialIntelligenceforRoboticsstartswithanintroductiontoRobotOperatingSystems(ROS),Python,roboticfundamentals,andthesoftwareandtoolsthatarerequiredtostartoutwithrobotics.Youwilllearnroboticsconceptsthatwillbeusefulformakingdecisions,alongwithbasicnavigationskills.Asyoumakeyourwaythroughthechapters,youwilllearnaboutobjectrecognitionandgeneticalgorithms,whichwillteachyourrobottoidentifyandpickupanirregularobject.Withplentyofusecasesthroughout,youwillexplorenaturallanguageprocessing(NLP)andmachinelearningtechniquestofurtherenhanceyourrobot.Intheconcludingchapters,youwilllearnaboutpathplanningandgoal-orientedprogramming,whichwillhelpyourrobotprioritizetasks.Bytheendofthisbook,youwillhavelearnedtogiveyourrobotanartificialpersonalityusingsimulatedintelligence.

Francis X. Govers ·自動化 ·9.7萬字

D3.js Quick Start Guide
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D3.js Quick Start Guide

D3.jsisaJavaScriptlibrarythatallowsyoutocreategraphsanddatavisualizationsinthebrowserwithHTML,SVG,andCSS.ThisbookwilltakeyoufromthebasicsofD3.js,sothatyoucancreateyourowninteractivevisualizations,tocreatingthemostcommongraphsthatyouwillencounterasadeveloper,scientist,statistician,ordatascientist.ThebookbeginswithanoverviewofSVG,thebasisforcreatingtwo-dimensionalgraphicsinthebrowser.OncethereaderhasafirmunderstandingofSVG,wewilltacklethebasicsofhowtouseD3.jstoconnectdatatoourSVGelements.Wewillstartwithascatterplotthatmapsrundatatocirclesonagraph,andexpandourscatterplottomakeitinteractive.Youwillseehowyoucaneasilyallowtheusersofyourgraphtocreate,edit,anddeleterundatabysimplydraggingandclickingthegraph.Next,wewillexplorecreatingabargraph,usingexternaldatafromamockAPI.Afterthat,wewillexploreanimationsandmotionwithabargraph,andusevariousphysics-basedforcestocreateaforce-directedgraph.Finally,wewilllookathowtouseGeoJSONdatatocreateamap.

Matthew Huntington ·自動化 ·2萬字

QQ閱讀手機版

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