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Thisisastep-by-stepbookthatbuildsonyourknowledgebyaddingtoanexamplegameoverthecourseofeachchapter.Eachtopicusesexamplecodethatcanbecompiledandtestedtoshowhowthingsworkinsteadofjusttellingyou.Complicatedtasksarebrokendownintoeasytofollowstepswithclearexplanationsofwhateachlineofcodeisdoing.ThisbookiswrittenforbeginnerstoUnrealScript,whetherthisisyourfirstexperiencewithprogrammingoryou'recomingintoitfromanotherlanguageandwouldliketolearnhowUnrealScriptusesconceptsyou'realreadyfamiliarwith.IfyouwouldliketomakegameswiththeUnrealDevelopmentKit,thisbookisforyou.

·9.6萬字

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Lumion 3D Cookbook

Thisbookoffersusespracticalapplicationsusingrecipeswithstep-by-stepinstructionsandusefulinformationtohelpyoumasterhowtoproduceprofessionalarchitecturalvisualizationsinLumion.Thecookbookapproachmeansyouneedtothinkandexplorehowaparticularfeaturecanbeappliedinyourprojectandperformtheintendedtask.ThisbookiswrittentobeaccessibletoallLumionusersandisausefulguidetofollowwhenbecomingfamiliarwiththiscutting-edgereal-timetechnology.ThispracticalguideisdesignedforalllevelsofLumionuserswhoknowhowtomodelbuildingsin3DandabasicunderstandingofLumion,whowanttoenhancetheirskillstothenextlevel.

·6.2萬字

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Machine Learning for Finance

MachineLearningforFinanceexploresnewadvancesinmachinelearningandshowshowtheycanbeappliedacrossthefinancialsector,includingininsurance,transactions,andlending.ItexplainstheconceptsandalgorithmsbehindthemainmachinelearningtechniquesandprovidesexamplePythoncodeforimplementingthemodelsyourself.ThebookisbasedonJannesKlaas’experienceofrunningmachinelearningtrainingcoursesforfinancialprofessionals.Ratherthanprovidingready-madefinancialalgorithms,thebookfocusesontheadvancedMLconceptsandideasthatcanbeappliedinawidevarietyofways.Thebookshowshowmachinelearningworksonstructureddata,text,images,andtimeseries.Itincludescoverageofgenerativeadversariallearning,reinforcementlearning,debugging,andlaunchingmachinelearningproducts.ItdiscusseshowtofightbiasinmachinelearningandendswithanexplorationofBayesianinferenceandprobabilisticprogramming.

·11.6萬字

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Internet of Things Projects with ESP32

ESP32isalow-costMCUwithintegratedWi-FiandBLE.Variousmodulesanddevelopmentboards-basedonESP32areavailableforbuildingIoTapplicationseasily.Wi-FiandBLEareacommonnetworkstackintheInternetofThingsapplication.Thesenetworkmodulescanleverageyourbusinessandprojectsneedsforcost-effectivebenefits.ThisbookwillserveasafundamentalguidefordevelopinganESP32program.WewillstartwithGPIOprogramminginvolvingsomesensordevices.ThenwewillstudyESP32developmentbybuildinganumberofIoTprojects,suchasweatherstations,sensorloggers,smarthomes,Wi-FicamsandWi-Fiwardriving.Lastly,wewillenableESP32boardstoexecuteinteractionswithmobileapplicationsandcloudserverssuchasAWS.Bytheendofthisbook,youwillbeupandrunningwithvariousIoTproject-basedESP32chip.

·3.3萬字

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Large Scale Machine Learning with Python

Thisbookisforanyonewhointendstoworkwithlargeandcomplexdatasets.FamiliaritywithbasicPythonandmachinelearningconceptsisrecommended.Workingknowledgeinstatisticsandcomputationalmathematicswouldalsobehelpful.

·9.5萬字

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Machine Learning Solutions

Thisbookisfortheintermediateuserssuchasmachinelearningengineers,dataengineers,datascientists,andmore,whowanttosolvesimpletocomplexmachinelearningproblemsintheirday-to-dayworkandbuildpowerfulandefficientmachinelearningmodels.AbasicunderstandingofthemachinelearningconceptsandsomeexperiencewithPythonprogrammingisallyouneedtogetstartedwiththisbook.

·10.4萬字

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Mastering Machine Learning on AWS

AWSisconstantlydrivingnewinnovationsthatempowerdatascientiststoexploreavarietyofmachinelearning(ML)cloudservices.ThisbookisyourcomprehensivereferenceforlearningandimplementingadvancedMLalgorithmsinAWScloud.Asyougothroughthechapters,you’llgaininsightsintohowthesealgorithmscanbetrained,tunedanddeployedinAWSusingApacheSparkonElasticMapReduce(EMR),SageMaker,andTensorFlow.WhileyoufocusonalgorithmssuchasXGBoost,linearmodels,factorizationmachines,anddeepnets,thebookwillalsoprovideyouwithanoverviewofAWSaswellasdetailedpracticalapplicationsthatwillhelpyousolvereal-worldproblems.EverypracticalapplicationincludesaseriesofcompanionnotebookswithallthenecessarycodetorunonAWS.Inthenextfewchapters,youwilllearntouseSageMakerandEMRNotebookstoperformarangeoftasks,rightfromsmartanalytics,andpredictivemodeling,throughtosentimentanalysis.Bytheendofthisbook,youwillbeequippedwiththeskillsyouneedtoeffectivelyhandlemachinelearningprojectsandimplementandevaluatealgorithmsonAWS.

·6.2萬字

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Svelte 3 Up and Running

SvelteisamodernJavaScriptframeworkusedtobuildstaticwebappsthatarefastandlean,aswellasbeingfunfordeveloperstouse.ThisbookisaconciseandpracticalintroductionforthosewhoarenewtotheSvelteframeworkwhichwillhaveyouuptospeedwithbuildingappsquickly,andteachyouhowtouseSvelte3tobuildappsthatofferagreatappuserexperience(UX).ThebookstartswithanintroductiontoSvelte3,beforeshowingyouhowtosetupyourfirstcompleteapplicationwiththeframework.Filledwithcodesamples,eachchapterwillshowyouhowtowritecomponentsusingtheSveltetemplatesyntaxandtheapplicationprogramminginterfaces(APIs)oftheSvelteframework.Asyouadvance,you’llgofromscaffoldingyourprojectandtoolsetupallthewaythroughtoproductionwithDevOpsprinciplessuchasautomatedtesting,continuousintegration,andcontinuousdelivery(CI/CD).Finally,you’lldeployyourapplicationinthecloudwithobjectstorageservicesandacontentdeliverynetwork(CDN)forbest-in-classperformanceforyourusers.Bytheendofthisbook,you’llhavelearnedhowtobuildanddeployappsusingSvelte3tosolvereal-worldproblemsanddeliverimpressiveresults.

·3.6萬字

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Applied Supervised Learning with R

Rprovidesexcellentvisualizationfeaturesthatareessentialforexploringdatabeforeusingitinautomatedlearning.AppliedSupervisedLearningwithRhelpsyoucoverthecompleteprocessofemployingRtodevelopapplicationsusingsupervisedmachinelearningalgorithmsforyourbusinessneeds.Thebookstartsbyhelpingyoudevelopyouranalyticalthinkingtocreateaproblemstatementusingbusinessinputsanddomainresearch.Youwillthenlearndifferentevaluationmetricsthatcomparevariousalgorithms,andlaterprogresstousingthesemetricstoselectthebestalgorithmforyourproblem.Afterfinalizingthealgorithmyouwanttouse,youwillstudythehyperparameteroptimizationtechniquetofine-tuneyoursetofoptimalparameters.Topreventyoufromoverfittingyourmodel,adedicatedsectionwillevendemonstratehowyoucanaddvariousregularizationterms.Bytheendofthisbook,youwillhavetheadvancedskillsyouneedformodelingasupervisedmachinelearningalgorithmthatpreciselyfulfillsyourbusinessneeds.

·7.5萬字

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The Machine Learning Workshop

Machinelearningalgorithmsareanintegralpartofalmostallmodernapplications.Tomakethelearningprocessfasterandmoreaccurate,youneedatoolflexibleandpowerfulenoughtohelpyoubuildmachinelearningalgorithmsquicklyandeasily.WithTheMachineLearningWorkshop,you'llmasterthescikit-learnlibraryandbecomeproficientindevelopingclevermachinelearningalgorithms.TheMachineLearningWorkshopbeginsbydemonstratinghowunsupervisedandsupervisedlearningalgorithmsworkbyanalyzingareal-worlddatasetofwholesalecustomers.Onceyou'vegottogripswiththebasics,you’lldevelopanartificialneuralnetworkusingscikit-learnandthenimproveitsperformancebyfine-tuninghyperparameters.Towardstheendoftheworkshop,you'llstudythedatasetofabank'smarketingactivitiesandbuildmachinelearningmodelsthatcanlistclientswhoarelikelytosubscribetoatermdeposit.You'llalsolearnhowtocomparethesemodelsandselecttheoptimalone.BytheendofTheMachineLearningWorkshop,you'llnotonlyhavelearnedthedifferencebetweensupervisedandunsupervisedmodelsandtheirapplicationsintherealworld,butyou'llalsohavedevelopedtheskillsrequiredtogetstartedwithprogrammingyourveryownmachinelearningalgorithms.

·6萬字

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Blender 3D Printing Essentials

Thisbookadoptsapracticalapproach,withtheuseofstep-by-stepinstructionstohelpguidereaders.Therearelotsofscreenshotscoveringeachandeverystepneededtodesignahigh-qualitymodelinBlenderfor3Dprinting.IfyouareaBlenderuserorsomeonewhowantstouseBlendertomake3Dobjectssuitablefor3Dprinting,thisbookisidealforyou.YoushouldalreadybecomfortablewithbasicmodelinginBlender-includingusingmodifiers-althoughadvancedskillsarenotrequired.Allofthemodelsthatyouwillneedareexploredin-depth.Thisbookdoesnotassumethatyouwilluseanyspecificprinterandteachesthegeneralprinciplescommontobuildingmodelsformostprinters.Italsogivesyoutipsondiscoveringtherequirementsofthespecificprinteryouwillbeusing.

·2.7萬字

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TensorFlow 1.x Deep Learning Cookbook

Thisbookisintendedfordataanalysts,datascientists,machinelearningpractitionersanddeeplearningenthusiastswhowanttoperformdeeplearningtasksonaregularbasisandarelookingforahandyguidetheycanreferto.Peoplewhoareslightlyfamiliarwithneuralnetworks,andnowwanttogainexpertiseinworkingwithdifferenttypesofneuralnetworksanddatasets,willfindthisbookquiteuseful.

·9.1萬字

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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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Hands-On Explainable AI（XAI） with Python

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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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、硬盤分區和格式化、安裝操作系統、安裝驅動程序和常用軟件、構建虛擬計算機配裝平臺、備份與優化操作系統、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，將職業場景引入課堂教學，因此可以讓學生提前進入工作的角色。本書適合作為職業院校計算機應用專業以及其他相關專業的教材使用，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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The Deep Learning with PyTorch Workshop

Wanttogettogripswithoneofthemostpopularmachinelearninglibrariesfordeeplearning?TheDeepLearningwithPyTorchWorkshopwillhelpyoudojustthat,jumpstartingyourknowledgeofusingPyTorchfordeeplearningevenifyou’restartingfromscratch.It'snosurprisethatdeeplearning'spopularityhasrisensteeplyinthepastfewyears,thankstointelligentapplicationssuchasself-drivingvehicles,chatbots,andvoice-activatedassistantsthataremakingourliveseasier.Thisbookwilltakeyouinsidetheworldofdeeplearning,whereyou'llusePyTorchtounderstandthecomplexityofneuralnetworkarchitectures.TheDeepLearningwithPyTorchWorkshopstartswithanintroductiontodeeplearninganditsapplications.You'llexplorethesyntaxofPyTorchandlearnhowtodefineanetworkarchitectureandtrainamodel.Next,you'lllearnaboutthreemainneuralnetworkarchitectures-convolutional,artificial,andrecurrent-andevensolvereal-worlddataproblemsusingthesenetworks.Laterchapterswillshowyouhowtocreateastyletransfermodeltodevelopanewimagefromtwoimages,beforefinallytakingyouthroughhowRNNsstorememorytosolvekeydataissues.Bytheendofthisbook,you'llhavemasteredtheessentialconcepts,tools,andlibrariesofPyTorchtodevelopyourowndeepneuralnetworksandintelligentapps.

·7.4萬字

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Learning Cocos2d-x Game Development

Ifyouareahobbyist,novicegamedeveloper,orprogrammerwhowantstolearnaboutdevelopinggames/appsusingCocos2d-x,thisbookisidealforyou.

·5.3萬字

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R Graphs Cookbook Second Edition

TargetedatthosewithanexistingfamiliaritywithRprogramming,thispracticalguidewillappealdirectlytoprogrammersinterestedinlearningeffectivedatavisualizationtechniqueswithRandawide-rangeofitsassociatedlibraries.

·5.8萬字

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數字道路技術架構與建設指南

《“十四五”現代綜合交通運輸體系發展規劃》強調推動既有設施數字化改造升級，交通運輸領域產業數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字道路進行深入分析和研究，體系化地介紹了數字道路的發展歷程、分級情況、新技術應用、系統構成、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。本書具有創新性、系統性和實操性的特點，可以供道路數字化規劃、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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Spring Security 3.x Cookbook

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

·3.5萬字

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