亿倍爆率捕鱼

EffectivelytranslatingAIinsightstobusinessstakeholdersrequirescarefulplanning,design,andvisualizationchoices.Describingtheproblem,themodel,andtherelationshipsamongvariablesandtheirfindingsareoftensubtle,surprising,andtechnicallycomplex.Hands-OnExplainableAI(XAI)withPythonwillseeyouworkwithspecifichands-onmachinelearningPythonprojectsthatarestrategicallyarrangedtoenhanceyourgrasponAIresultsanalysis.Youwillbebuildingmodels,interpretingresultswithvisualizations,andintegratingXAIreportingtoolsanddifferentapplications.YouwillbuildXAIsolutionsinPython,TensorFlow2,GoogleCloud’sXAIplatform,GoogleColaboratory,andotherframeworkstoopenuptheblackboxofmachinelearningmodels.Thebookwillintroduceyoutoseveralopen-sourceXAItoolsforPythonthatcanbeusedthroughoutthemachinelearningprojectlifecycle.Youwilllearnhowtoexploremachinelearningmodelresults,reviewkeyinfluencingvariablesandvariablerelationships,detectandhandlebiasandethicsissues,andintegratepredictionsusingPythonalongwithsupportingthevisualizationofmachinelearningmodelsintouserexplainableinterfaces.BytheendofthisAIbook,youwillpossessanin-depthunderstandingofthecoreconceptsofXAI.

·8.6萬字

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Python Machine Learning Blueprints

Machinelearningistransformingthewayweunderstandandinteractwiththeworldaroundus.ThisbookistheperfectguideforyoutoputyourknowledgeandskillsintopracticeandusethePythonecosystemtocoverkeydomainsinmachinelearning.ThissecondeditioncoversarangeoflibrariesfromthePythonecosystem,includingTensorFlowandKeras,tohelpyouimplementreal-worldmachinelearningprojects.ThebookbeginsbygivingyouanoverviewofmachinelearningwithPython.Withthehelpofcomplexdatasetsandoptimizedtechniques,you’llgoontounderstandhowtoapplyadvancedconceptsandpopularmachinelearningalgorithmstoreal-worldprojects.Next,you’llcoverprojectsfromdomainssuchaspredictiveanalyticstoanalyzethestockmarketandrecommendationsystemsforGitHubrepositories.Inadditiontothis,you’llalsoworkonprojectsfromtheNLPdomaintocreateacustomnewsfeedusingframeworkssuchasscikit-learn,TensorFlow,andKeras.Followingthis,you’lllearnhowtobuildanadvancedchatbot,andscalethingsupusingPySpark.Intheconcludingchapters,youcanlookforwardtoexcitinginsightsintodeeplearningandyou'llevencreateanapplicationusingcomputervisionandneuralnetworks.Bytheendofthisbook,you’llbeabletoanalyzedataseamlesslyandmakeapowerfulimpactthroughyourprojects.

·5.6萬字

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數(shù)字道路技術架構與建設指南

《“十四五”現(xiàn)代綜合交通運輸體系發(fā)展規(guī)劃》強調(diào)推動既有設施數(shù)字化改造升級，交通運輸領域產(chǎn)業(yè)數(shù)字化是不可阻擋的歷史潮流，智慧交通也承載著人民對美好生活的向往和追求。本書從設計理論和建設實踐兩個方面對數(shù)字道路進行深入分析和研究，體系化地介紹了數(shù)字道路的發(fā)展歷程、分級情況、新技術應用、系統(tǒng)構成、應用場景、建設實踐方案、投資運營模式7個方面，對于未來數(shù)字道路的建設、管理和運營具有重要的參考價值。本書具有創(chuàng)新性、系統(tǒng)性和實操性的特點，可以供道路數(shù)字化規(guī)劃、設計、建設、管理人員使用，還可以作為科研院所技術人員、高等院校學生的輔導用書。

·12.9萬字

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WebGL Hotshot

Everychapterstartswitha'missionbriefing'sectionthatdescribeswhatistobeachievedbytheendofthechapter.Thisisfollowedwiththedecisionsandstepsrequiredtoaccomplishthemissionobjectivewithchallengestotaketheprojectfurther.Thescopeforthebookthusmimicstherealliferequirementsofadeveloperandgetsyoureadytosuccessfullybuildyourownproject.Ifyouareawebdesignerlookingtoexpandyourknowledgeof3Dgraphicsconceptsandbroadenyourexistingskillset,thenthisbookisforyou.Thoselookingforanintroductionto3DgraphicswillbenefitfromWebGLHotshotasitisaperfectguidetomaster3Dconcepts,helpingyoubuildanddeploy3Dworldsmuchquicker.ThebookassumesabasicknowledgeofHTML,thoughitcanbelearnedconcurrentlywhilereadingthisbook.Basicprogrammingknowledgeisuseful;however,thegraphicalnatureofweb3Dcontentallowsyoutolearnprogrammingthroughexperimentation.

·7.4萬字

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計算機組裝與維護立體化教程（微課版）

本書主要講解計算機基礎知識、計算機各種硬件的選配、計算機組裝、設置BIOS、硬盤分區(qū)和格式化、安裝操作系統(tǒng)、安裝驅(qū)動程序和常用軟件、構建虛擬計算機配裝平臺、備份與優(yōu)化操作系統(tǒng)、維護計算機、計算機常見故障的診斷與排除等知識。本書最后還安排了綜合實訓內(nèi)容，進一步提高學生對知識的應用能力。本書采用項目式并分任務進行講解，每個任務主要由任務目標、相關知識、任務實施3部分組成，然后再進行強化實訓。每個項目最后還配有技能提升內(nèi)容，并安排了相應的練習和實踐。本書著重于對學生實際應用能力的培養(yǎng)，將職業(yè)場景引入課堂教學，因此可以讓學生提前進入工作的角色。本書適合作為職業(yè)院校計算機應用專業(yè)以及其他相關專業(yè)的教材使用，也可作為計算機初學者的上機輔導用書和計算機培訓班教學用書，本書還適于學生、辦公人員、對計算機具有濃厚興趣的廣大讀者閱讀。

·13.3萬字

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Spring Security 3.x Cookbook

ThisbookfollowsacookbookstyleexploringvarioussecuritysolutionsprovidedbySpringSecurityforvariousvulnerabilitiesandthreatscenariosthatwebapplicationsmaybeexposedtoattheauthenticationandsessionlevellayers.ThisbookisforallSpring-basedapplicationdevelopersaswellasJavawebdeveloperswhowishtoimplementrobustsecuritymechanismsintowebapplicationdevelopmentusingSpringSecurity.ReadersareassumedtohaveaworkingknowledgeofJavawebapplicationdevelopment,abasicunderstandingoftheSpringframework,andsomeknowledgeofthefundamentalsoftheSpringSecurityframeworkarchitecture.WorkingknowledgeofotherwebframeworkssuchasGrailsandsoonwouldbeanaddedadvantagetoexploitthewholebreadthofrecipesprovidedinthisbook,butthisisnotmandatory.

·3.5萬字

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The Applied TensorFlow and Keras Workshop

Machinelearninggivescomputerstheabilitytolearnlikehumans.Itisbecomingincreasinglytransformationaltobusinessesinmanyforms,andakeyskilltolearntoprepareforthefuturedigitaleconomy.Asabeginner,you’llunlockaworldofopportunitiesbylearningthetechniquesyouneedtocontributetothedomainsofmachinelearning,deeplearning,andmoderndataanalysisusingthelatestcutting-edgetools.TheAppliedTensorFlowandKerasWorkshopbeginsbyshowingyouhowneuralnetworkswork.Afteryou’veunderstoodthebasics,youwilltrainafewnetworksbyalteringtheirhyperparameters.Tobuildonyourskills,you’lllearnhowtoselectthemostappropriatemodeltosolvetheprobleminhand.Whiletacklingadvancedconcepts,you’lldiscoverhowtoassembleadeeplearningsystembybringingtogetheralltheessentialelementsnecessaryforbuildingabasicdeeplearningsystem-data,model,andprediction.Finally,you’llexplorewaystoevaluatetheperformanceofyourmodel,andimproveitusingtechniquessuchasmodelevaluationandhyperparameteroptimization.Bytheendofthisbook,you'llhavelearnedhowtobuildaBitcoinappthatpredictsfutureprices,andbeabletobuildyourownmodelsforotherprojects.

·2.9萬字

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計算機應用基礎案例教程（Windows 7+Office 2010）

本書為學生提供一種全新的學習方法，將教條式的“菜單”學習變?yōu)樯鷦訉嵱玫娜蝿諏W習。本書內(nèi)容包括IT技術概述、認識計算機、使用Windows7操作系統(tǒng)、應用計算機網(wǎng)絡、使用Word2010、使用Excel2010、使用PowerPoint2010，以及針對微軟MOS、全國計算機等級考試等的輔導內(nèi)容。

·17.1萬字

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Building Bluetooth Low Energy Systems

ThebookisfordevelopersandenthusiastswhoarepassionateaboutlearningBluetoothLowEnergytechnologiesandwanttoaddnewfeaturesandservicestotheirneworexistingproducts.TheyshouldbefamiliarwithprogramminglanguagessuchasSwift,Java,andJavaScript.Knowledgeofdebuggingskillswouldbeanadvantage.

·4.4萬字

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Ouya Unity Game Development

Aclear,concise,andpracticalguidethatwillteachyouhowtobuildyourownconsolegameandbecomeanindiedeveloper.ThisbookisforgamedeveloperswhoareinterestedindevelopinggamesfortheOuyaconsoleontheUnitygameengine.ItisassumedthatyouhaveabasicunderstandingofUnity.

·2.6萬字

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Pro Tools HD：Advanced Techniques and Workfl ows

Aneasy-to-followguideforusingProToolsHD11effectively.ThisbookisidealforanyonewhoalreadyusesProToolsandwantstolearnmore,orisnewtoProToolsHDandwantstouseiteffectivelyintheirownaudioworkstations.

·3萬字

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Blender Cycles：Lighting and Rendering Cookbook

Anin-depthguidefullofstep-by-steprecipestoexploretheconceptsbehindtheusageofCycles.Packedwithillustrations,andlotsoftipsandtricks;theeasy-to-understandnatureofthebookwillhelpthereaderunderstandeventhemostcomplexconceptswithease.IfyouareadigitalartistwhoalreadyknowsyourwayaroundBlender,andyouwanttolearnaboutthenewCycles’renderingengine,thisisthebookforyou.EvenexpertswillbeabletopickupnewtipsandtrickstomakethemostoftherenderingcapabilitiesofCycles.

·6.6萬字

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Intelligent Projects Using Python

ThisbookwillbeaperfectcompanionifyouwanttobuildinsightfulprojectsfromleadingAIdomainsusingPython.ThebookcoversdetailedimplementationofprojectsfromallthecoredisciplinesofAI.Westartbycoveringthebasicsofhowtocreatesmartsystemsusingmachinelearninganddeeplearningtechniques.YouwillassimilatevariousneuralnetworkarchitecturessuchasCNN,RNN,LSTM,tosolvecriticalnewworldchallenges.Youwilllearntotrainamodeltodetectdiabeticretinopathyconditionsinthehumaneyeandcreateanintelligentsystemforperformingavideo-to-texttranslation.YouwillusethetransferlearningtechniqueinthehealthcaredomainandimplementstyletransferusingGANs.LateryouwilllearntobuildAI-basedrecommendationsystems,amobileappforsentimentanalysisandapowerfulchatbotforcarryingcustomerservices.YouwillimplementAItechniquesinthecybersecuritydomaintogenerateCaptchas.Lateryouwilltrainandbuildautonomousvehiclestoself-driveusingreinforcementlearning.YouwillbeusinglibrariesfromthePythonecosystemsuchasTensorFlow,Kerasandmoretobringthecoreaspectsofmachinelearning,deeplearning,andAI.Bytheendofthisbook,youwillbeskilledtobuildyourownsmartmodelsfortacklinganykindofAIproblemswithoutanyhassle.

·6.4萬字

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Windows Presentation Foundation 4.5 Cookbook

Thisbookiswritteninaneasy-to-readstyle,withastrongemphasisonreal-world,practicalexamples.Step-by-stepexplanationsareprovidedforperformingimportanttasks.IfyouareC#developerlookingforwardtoincreasingyourunderstandingandknowledgeofWPF,thenthisisthebestguideforyou.BasicexperiencewithVisualStudio2010ismandatory,aswellasgoodC#skills.PreviousexperiencewithWindowsFormsisnotrequired.

·9.2萬字

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Sketchbook Pro Digital Painting Essentials

Thisbookisanexample-basedguidethatwillhelpyoucreateprofessionalgradepaintingsusingSketchbookPro.Asyouprogressfromonechaptertoanother,youwilllearnhowtovirtuallydrawvisuallystunningpaintingsthataredigitallydrawnbutlookexactlylikeorthodoxartwork.Ifyouhavehadpriorexperienceindevelopingdigitalartworkandarelookingtoaddtoyourknowledge,SketchbookProDigitalPaintingEssentialsisaguidethatwillhelpyouseamlesslytranslatewhatyoudowithtraditionalmediatodigitalmedia.

·1.4萬字

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Learning Android Game Development

IfyouareamobiledeveloperwhohasbasicJavaprogrammingknowledge,thenthisbookisidealforyou.PreviousAndroiddevelopmentexperienceisnotneeded;however,basicmobiledevelopmentknowledgeisessential.

·3.3萬字

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The Deep Learning Workshop

Areyoufascinatedbyhowdeeplearningpowersintelligentapplicationssuchasself-drivingcars,virtualassistants,facialrecognitiondevices,andchatbotstoprocessdataandsolvecomplexproblems?Whetheryouarefamiliarwithmachinelearningorarenewtothisdomain,TheDeepLearningWorkshopwillmakeiteasyforyoutounderstanddeeplearningwiththehelpofinterestingexamplesandexercisesthroughout.Thebookstartsbyhighlightingtherelationshipbetweendeeplearning,machinelearning,andartificialintelligenceandhelpsyougetcomfortablewiththeTensorFlow2.0programmingstructureusinghands-onexercises.You’llunderstandneuralnetworks,thestructureofaperceptron,andhowtouseTensorFlowtocreateandtrainmodels.Thebookwillthenletyouexplorethefundamentalsofcomputervisionbyperformingimagerecognitionexerciseswithconvolutionalneuralnetworks(CNNs)usingKeras.Asyouadvance,you’llbeabletomakeyourmodelmorepowerfulbyimplementingtextembeddingandsequencingthedatausingpopulardeeplearningsolutions.Finally,you’llgettogripswithbidirectionalrecurrentneuralnetworks(RNNs)andbuildgenerativeadversarialnetworks(GANs)forimagesynthesis.Bytheendofthisdeeplearningbook,you’llhavelearnedtheskillsessentialforbuildingdeeplearningmodelswithTensorFlowandKeras.

·9.6萬字

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Practical Artificial Intelligence and Blockchain

AIandblockchainaretwoemergingtechnologiescatalyzingthepaceofenterpriseinnovation.Withthisbook,you’llunderstandbothtechnologiesandconvergethemtosolvereal-worldchallenges.ThisAIblockchainbookisdividedintothreesections.Thefirstsectioncoversthefundamentalsofblockchain,AI,andaffiliatedtechnologies,whereyou’lllearntodifferentiatebetweenthevariousimplementationsofblockchainsandAIwiththehelpofexamples.Thesecondsectiontakesyouthroughdomain-specificapplicationsofAIandblockchain.You’llunderstandthebasicsofdecentralizeddatabasesandfilesystemsandconnectthedotsbetweenAIandblockchainbeforeexploringproductsandsolutionsthatusethemtogether.You’llthendiscoverapplicationsofAItechniquesincryptotrading.Inthethirdsection,you’llbeintroducedtotheDIAppdesignpatternandcompareitwiththeDAppdesignpattern.ThebookalsohighlightsuniqueaspectsofSDLC(softwaredevelopmentlifecycle)whenbuildingaDIApp,showsyouhowtoimplementasamplecontacttracingapplication,anddelvesintothefutureofAIwithblockchain.Bytheendofthisbook,you’llhavedevelopedtheskillsyouneedtoconvergeAIandblockchaintechnologiestobuildsmartsolutionsusingtheDIAppdesignpattern.

·6.9萬字

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Salesforce CRM：The Definitive Admin Handbook（Second Edition）

ApracticalguidewhichwillhelptodiscoverhowtosetupandconfiguretheSalesforceCRMapplication.Itofferssolutionsandpracticalexamplesonhowtofurtherimproveandmaintainitsfunctionalitywithclearsystematicinstructions.Beinghighlyorganizedandcompact,thisbookcontainsdetailedinstructionswithscreenshots,diagrams,andtipsthatclearlydescribehowyoucanadministerandconfigurecomplexSalesforceCRMfunctionalitywithabsoluteease.ThisbookisforadministratorswhowanttodevelopandstrengthentheirSalesforceCRMskillsintheareasofconfigurationandsystemmanagement.Whetheryouareanoviceoramoreexperiencedadmin,thisbookaimstoenhanceyourknowledgeandunderstandingoftheSalesforceCRMplatformandbytheendofthebook,youshouldbereadytoadministerSalesforceCRMinareal-worldenvironment.

·7.9萬字

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Applied Deep Learning with Keras

Thoughdesigningneuralnetworksisasought-afterskill,itisnoteasytomaster.WithKeras,youcanapplycomplexmachinelearningalgorithmswithminimumcode.AppliedDeepLearningwithKerasstartsbytakingyouthroughthebasicsofmachinelearningandPythonallthewaytogaininganin-depthunderstandingofapplyingKerastodevelopefficientdeeplearningsolutions.Tohelpyougraspthedifferencebetweenmachineanddeeplearning,thebookguidesyouonhowtobuildalogisticregressionmodel,firstwithscikit-learnandthenwithKeras.YouwilldelveintoKerasanditsmanymodelsbycreatingpredictionmodelsforvariousreal-worldscenarios,suchasdiseasepredictionandcustomerchurning.You’llgainknowledgeonhowtoevaluate,optimize,andimproveyourmodelstoachievemaximuminformation.Next,you’lllearntoevaluateyourmodelbycross-validatingitusingKerasWrapperandscikit-learn.Followingthis,you’llproceedtounderstandhowtoapplyL1,L2,anddropoutregularizationtechniquestoimprovetheaccuracyofyourmodel.Tohelpmaintainaccuracy,you’llgettogripswithapplyingtechniquesincludingnullaccuracy,precision,andAUC-ROCscoretechniquesforfinetuningyourmodel.Bytheendofthisbook,youwillhavetheskillsyouneedtouseKeraswhenbuildinghigh-leveldeepneuralnetworks.

·7.6萬字

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Hands-On Explainable AI（XAI） with Python