mg官网电子游戏

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

·10.4萬字

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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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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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SDL Game Development

Writtenasapracticalandengagingtutorial,SDLGameDevelopmentguidesyouthroughdevelopingyourownframeworkandthecreationoftwoengaginggames.IfyouknowC++andyou’relookingtomakegreatgamesfromthegroundup,thenthisbookisperfectforyou.

·3.8萬字

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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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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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TensorFlow 1.x Deep Learning Cookbook

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

·9.1萬字

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Learning Cocos2d-x Game Development

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

·5.3萬字

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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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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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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(chǔ)知識、計算機各種硬件的選配、計算機組裝、設(shè)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(gòu)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(xùn)內(nèi)容，進一步提高學(xué)生對知識的應(yīng)用能力。本書采用項目式并分任務(wù)進行講解，每個任務(wù)主要由任務(wù)目標、相關(guān)知識、任務(wù)實施3部分組成，然后再進行強化實訓(xùn)。每個項目最后還配有技能提升內(nèi)容，并安排了相應(yīng)的練習(xí)和實踐。本書著重于對學(xué)生實際應(yīng)用能力的培養(yǎng)，將職業(yè)場景引入課堂教學(xué)，因此可以讓學(xué)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(yīng)用專業(yè)以及其他相關(guān)專業(yè)的教材使用，也可作為計算機初學(xué)者的上機輔導(dǎo)用書和計算機培訓(xùn)班教學(xué)用書，本書還適于學(xué)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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R Graphs Cookbook Second Edition

TargetedatthosewithanexistingfamiliaritywithRprogramming,thispracticalguidewillappealdirectlytoprogrammersinterestedinlearningeffectivedatavisualizationtechniqueswithRandawide-rangeofitsassociatedlibraries.

·5.8萬字

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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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數(shù)字道路技術(shù)架構(gòu)與建設(shè)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(shè)施數(shù)字化改造升級，交通運輸領(lǐng)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(shè)計理論和建設(shè)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(shù)應(yīng)用、系統(tǒng)構(gòu)成、應(yīng)用場景、建設(shè)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(shè)、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(shè)計、建設(shè)、管理人員使用，還可以作為科研院所技術(shù)人員、高等院校學(xué)生的輔導(dǎo)用書。

·12.9萬字

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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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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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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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3ds Max Speed Modeling for 3D Artists

Stepbystepillustratedtutorialsaresupportedbyafocusedcommentary.Theexamplesaredesignedtoproceedfromstartingtomodelthroughmodelfinishingtoputtingmodelstoworkwithinprojectsandpresentation.Thebookshowsboth-theentireflowofassetcreationandgranularmethodology.Thisbookwillappealtoanyoneinterestedin3Dmodelingwhowantstoimprovetheirspeedmodelingability,particularlyartistswhoseworkisrelevanttoindustrieswherehardsurfacemodelingormodelprototypingisrequired,suchasgames,films,orvisualization.