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Q-learningisamachinelearningalgorithmusedtosolveoptimizationproblemsinartificialintelligence(AI).ItisoneofthemostpopularfieldsofstudyamongAIresearchers.ThisbookstartsoffbyintroducingyoutoreinforcementlearningandQ-learning,inadditiontohelpingyougetfamiliarwithOpenAIGymaswellaslibrariessuchasKerasandTensorFlow.Afewchaptersintothebook,youwillgaininsightsintomodelfreeQ-learningandusedeepQ-networksanddoubledeepQ-networkstosolvecomplexproblems.Thisbookwillguideyouinexploringusecasessuchasself-drivingvehiclesandOpenAIGym’sCartPoleproblem.YouwillalsolearnhowtotuneandoptimizeQ-networksandtheirhyperparameters.Asyouprogress,youwillunderstandthereinforcementlearningapproachtosolvingreal-worldproblems.YouwillalsoexplorehowtouseQ-learningandrelatedalgorithmsinreal-worldapplicationssuchasscientificresearch.Towardtheend,you’llgainasenseofwhat’sinstoreforreinforcementlearning.Bytheendofthisbook,youwillbeequippedwiththeskillsyouneedtosolvereinforcementlearningproblemsusingQ-learningalgorithmswithOpenAIGym,Keras,andTensorFlow.

·4.5萬字

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基于敏捷開發的數據結構研究

數據結構在軟件設計中處于核心的地位，本書從敏捷軟件開發角度出發，討論程序設計、數據結構、軟件工程的綜合應用。第1章到第9章以開發數據結構算法演示軟件為例，討論如何基于敏捷軟件思想，實現數據結構中經典算法，并討論演示軟件開發思想、過程及方法。第10章討論基于基本數據結構的五子棋、對對碰、俄羅斯方塊等趣味游戲軟件開發的研究與應用。

·4.5萬字

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KUKA工業機器人與西門子S7-1200 PLC技術及應用

本書以工業自動化控制中常用的西門子S7-1200PLC、V90伺服驅動器及KUKA工業機器人的綜合應用為主，結合KUKA工業機器人實訓平臺，以設備的安裝、編程、調試為主線，從基礎到綜合實戰，詳細講解了工業機器人和PLC相關基礎知識，并通過繪圖、碼垛、裝配及噴涂等典型工作站應用講解，讓讀者能夠輕松掌握工業機器人及PLC系統集成相關的技能。本書適合工業機器人和PLC相關專業在校學生使用，也可用于企業職工技能提升。

·4.5萬字

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用MATLAB玩轉機器人

本書內容分為三部分，第一部分基礎知識介紹，分別介紹了MATLAB和機器人的基本知識，讓讀者有一個初步的認識。第二部分是建模入門，這部分以單桿機器人控制器的位置控制為例，把MATLAB/Simulink和機器人工學的基本知識通過該實例建模仿真的形式進行介紹，讓讀者有個初步的了解，會進行簡單的建模仿真。第三部分是建模實戰篇——利用MATLAB仿真建模兩足步行機器人，通過具體的實例，帶領讀者進行實戰演習，完成一個全流程的建模任務，達到學懂會用的程度。本書的特點是內容淺顯易懂，教會初學者怎樣一步一步地用MATLAB仿真出自己想要的機器人。

·4.5萬字

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從0到1 TensorFlow編程手記

TensorFlow是谷歌大腦小組（隸屬于谷歌機器智能研究機構）研發的數據流圖，是用于數值計算的開源軟件庫，主要應用于人工智能領域。基于TensorFlow靈活的架構，用戶可以在多種平臺上展開數值計算。本書從TensorFlow環境搭建入手，逐步介紹如何用TensorFlow進行線性回歸模型、卷積神經網絡的搭建、訓練和預測，涉及PC、Android移動終端、樹莓派等平臺。

·4.5萬字

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Machine Learning with Scala Quick Start Guide

Scalaisahighlyscalableintegrationofobject-orientednatureandfunctionalprogrammingconceptsthatmakeiteasytobuildscalableandcomplexbigdataapplications.ThisbookisahandyguideformachinelearningdevelopersanddatascientistswhowanttodevelopandtraineffectivemachinelearningmodelsinScala.Thebookstartswithanintroductiontomachinelearning,whilecoveringdeeplearningandmachinelearningbasics.ItthenexplainshowtouseScala-basedMLlibrariestosolveclassificationandregressionproblemsusinglinearregression,generalizedlinearregression,logisticregression,supportvectormachine,andNa?veBayesalgorithms.Italsocoverstree-basedensembletechniquesforsolvingbothclassificationandregressionproblems.Movingahead,itcoversunsupervisedlearningtechniques,suchasdimensionalityreduction,clustering,andrecommendersystems.Finally,itprovidesabriefoverviewofdeeplearningusingareal-lifeexampleinScala.

·4.5萬字

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Cassandra High Availability

IfyouareadeveloperorDevOpsengineerwhounderstandsthebasicsofCassandraandarereadytotakeyourknowledgetothenextlevel,thenthisbookisforyou.AnunderstandingoftheessentialsofCassandraisneeded.

·4.5萬字

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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.

·4.5萬字

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Apache Hive Essentials

Ifyouareadataanalyst,developer,orsimplysomeonewhowantstoquicklygetstartedwithHivetoexploreandanalyzeBigDatainHadoop,thisisthebookforyou.SinceHiveisanSQL-likelanguage,somepreviousexperiencewithSQLwillbeusefultogetthemostoutofthisbook.

·4.5萬字

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巧學活用打印機維護

打印機是最常見也是使用頻率很高的電腦外部設備，許多用戶在使用過程中都遇到過打印機故障。實際上，許多打印機故障并不是質量原因，而是因為用戶使用方法不當或是不注意維護而造成的。正確使用和維護打印機不僅能夠避免其故障的發生，而且還能夠延長打印機的使用壽命，降低使用成本。本書以問答的方式介紹了打印機的安裝，以及針式打印機、噴墨打印機和激光打印機的常見故障處理方法與維護技巧。

·4.4萬字

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Voicebot and Chatbot Design

Weareenteringtheageofconversationalinterfaces,wherewewillinteractwithAIbotsusingchatandvoice.Buthowdowecreateagoodconversation?Howdowedesignandbuildvoicebotsandchatbotsthatcancarrysuccessfulconversationsinintherealworld?Inthisbook,RachelBatishintroducesustotheworldofconversationalapplications,botsandAI.You’lldiscoverhow-withlittletechnicalknowledge-youcanbuildsuccessfulandmeaningfulconversationalUIs.You’llfinddetailedguidanceonhowtobuildanddeploybotsontheleadingconversationalplatforms,includingAmazonAlexa,GoogleHome,andFacebookMessenger.You’llthenlearnkeydesignaspectsforbuildingconversationalUIsthatwillreallysucceedandshineinfrontofhumans.You’lldiscoverhowyourAIbotscanbecomepartofameaningfulconversationwithhumans,usingtechniquessuchaspersonashaping,andtoneanalysis.Forsuccessfulbotsintherealworld,you’llexploreimportantuse-casesandexampleswherehumansinteractwithbots.Withexamplesacrossfinance,travel,ande-commerce,you’llseehowyoucancreatesuccessfulconversationalUIsinanysector.ExpandyourhorizonsfurtherasRachelshareswithyouherinsightsintocutting-edgevoicebotandchatbottechnologies,andhowthefuturemightunfold.Joininrightnowandstartbuildingsuccessful,highimpactbots!

·4.4萬字

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Machine Learning with R Quick Start Guide

MachineLearningwithRQuickStartGuidetakesyouonadata-drivenjourneythatstartswiththeverybasicsofRandmachinelearning.Itgraduallybuildsuponcoreconceptssoyoucanhandlethevariedcomplexitiesofdataandunderstandeachstageofthemachinelearningpipeline.FromdatacollectiontoimplementingNaturalLanguageProcessing(NLP),thisbookcoversitall.Youwillimplementkeymachinelearningalgorithmstounderstandhowtheyareusedtobuildsmartmodels.Youwillcovertaskssuchasclustering,logisticregressions,randomforests,supportvectormachines,andmore.Furthermore,youwillalsolookatmoreadvancedaspectssuchastrainingneuralnetworksandtopicmodeling.Bytheendofthebook,youwillbeabletoapplytheconceptsofmachinelearning,dealwithdata-relatedproblems,andsolvethemusingthepowerfulyetsimplelanguagethatisR.

·4.4萬字

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Unity Multiplayer Games

Aneasy-to-follow,tutorialmannerthatusesthelearning-by-exampleapproach.IfyouareadeveloperwhowantstostartmakingmultiplayergameswiththeUnitygameengine,thisbookisforyou.Thisbookassumesyouhavesomebasicexperiencewithprogramming.NopriorknowledgeoftheUnityIDEisrequired.

·4.4萬字

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Bash Quick Start Guide

BashandshellscriptprogrammingiscentraltousingLinux,butithasmanypeculiarpropertiesthatarehardtounderstandandunfamiliartomanyprogrammers,withalotofmisleadingandevenriskyinformationonline.BashQuickStartGuidetacklestheseproblemsheadon,andshowsyouthebestpracticesofshellscriptprogramming.ThisbookteacheseffectiveshellscriptprogrammingwithBash,andisidealforpeoplewhomayhaveuseditscommandlinebutneverreallylearneditindepth.Thisbookwillshowyouhowevensimpleprogrammingconstructsintheshellcanspeedupandautomateanykindofdailycommand-linework.Forpeoplewhoneedtousethecommandlineregularlyintheirdailywork,thisbookprovidespracticaladviceforusingthecommand-lineshellbeyondmerelytypingorcopy-pastingcommandsintotheshell.Readerswilllearntechniquessuitableforautomatingprocessesandcontrollingprocesses,onbothserversandworkstations,whetherforsinglecommandlinesorlongandcomplexscripts.Thebookevenincludesinformationonconfiguringyourownshellenvironmenttosuityourworkflow,andprovidesarunningstartforinterpretingBashscriptswrittenbyothers.

·4.4萬字

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CentOS System Administration Essentials

IfyouareaLinuxadministratorwhoislookingtogainknowledgethatdifferentiatesyourselffromthecrowd,thenthisisthebookforyou.BeginnerswhohaveakeeninteresttolearnmoreaboutLinuxadministrationwillalsoprogressquicklywiththisresourcefullearningguide.

·4.4萬字

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網頁配色萬用寶典

本書共分5章，第1章主要介紹色彩的基礎知識、色彩的搭配和聯想作用；第2章主要講解如何在網頁中應用色彩，包括色彩特征、設計方案與樣本制作、基本配色方法，以及如何確定網頁的主題色；第3章主要介紹網頁中的色彩選擇標準，從所屬行業、瀏覽對象、色彩心理學的原理、色彩個性、色彩聯想和產品生命周期的角度出發，傳授色彩的選擇方法；第4章為本書的核心內容，以80個不同類型的網頁進行分析、由首頁設計到內頁設計，每個案例中都提供了相應的配色方案和案例練習。

·4.4萬字

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Hands-On Edge Analytics with Azure IoT

EdgeanalyticshasgainedattentionastheIoTmodelforconnecteddevicesrisesinpopularity.Thisguidewillgiveyouinsightsintoedgeanalyticsasadataanalysismodel,andhelpyouunderstandwhyit’sgainingmomentum.You'llbeginwiththekeyconceptsandcomponentsusedinanedgeanalyticsapp.Movingahead,you'lldelveintocommunicationprotocolstounderstandhowsensorssendtheirdatatocomputersormicrocontrollers.Next,thebookwilldemonstratehowtodesignmodernedgeanalyticsappsthattakeadvantageoftheprocessingpowerofmodernsingle-boardcomputersandmicrocontrollers.Later,you'llexploreMicrosoftAzureIoTEdge,MicroPython,andtheOpenCVvisualrecognitionlibrary.Asyouprogress,you'llcovertechniquesforprocessingAIfunctionalitiesfromtheserversidetothesensorysideofIoT.You'llevengethands-onwithdesigningasmartdoorbellsystemusingthetechnologiesyou’velearned.Toremovevulnerabilitiesintheoveralledgeanalyticsarchitecture,you'lldiscoverwaystoovercomesecurityandprivacychallenges.Finally,you'llusetoolstoauditandperformreal-timemonitoringofincomingdataandgeneratealertsfortheinfrastructure.Bytheendofthisbook,you'llhavelearnedhowtouseedgeanalyticsprogrammingtechniquesandbeabletoimplementautomatedanalyticalcomputations.

·4.3萬字

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Security Automation with Ansible 2

IfyouareasystemadministratororaDevOpsengineerwithresponsibilityforfindingloopholesinyoursystemorapplication,thenthisbookisforyou.It’salsousefulforsecurityconsultantslookingtoautomatetheirinfrastructure’ssecuritymodel.

·4.3萬字

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Arduino創意機器人入門：基于ArduBlock（第2版）

機器人教育融機械、傳感與控制等內容為一體，讓學生在手腦并用解決實際問題的過程中，有效地提高邏輯思維能力、判斷能力、動手能力和創新能力，是實施素質教育的一個重要平臺。作為面向中小學的選修課程，《Arduino創意機器人》設計了大量需要學生動手實踐的任務或者實驗，引導學生在玩中學、做中學，由淺入深地逐步理解和掌握機器人技術。本書課程為浙江省教育科學規劃課題《基于Arduino的高中機器人課程建設研究》的相關成果，2014年被評為浙江省普通高中推薦選修課程、浙江省普通高中精品選修課程。本書課程除適用于中學生外，也適用于有能力的小學高年級學生和零基礎的成年初學者。《Arduino創意機器人中學版》課程共22課時，除緒論外，分為智能LED、智能風扇、智能小車3個專題，每個專題安排了7課時，其中第7課時為綜合課。與課程配套的教學設計、教學課件、教學微視頻和本教材的電子稿全部放在網絡硬盤上供大家下載學習，充分體現了開源精神。

·4.3萬字

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IBM SPSS Modeler Essentials

ThisbookisidealforthosewhoarenewtoSPSSModelerandwanttostartusingitasquicklyaspossible,withoutgoingintotoomuchdetail.Anunderstandingofbasicdataminingconceptswillbehelpful,togetthebestoutofthebook.

·4.3萬字

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Hands-On Q-Learning with Python

基于敏捷開發的數據結構研究

KUKA工業機器人與西門子S7-1200 PLC技術及應用

用MATLAB玩轉機器人

從0到1 TensorFlow編程手記

Machine Learning with Scala Quick Start Guide

Cassandra High Availability

Microsoft Power BI Quick Start Guide

Apache Hive Essentials

巧學活用打印機維護

Voicebot and Chatbot Design

Machine Learning with R Quick Start Guide

Unity Multiplayer Games

Bash Quick Start Guide

CentOS System Administration Essentials

網頁配色萬用寶典

Hands-On Edge Analytics with Azure IoT

Security Automation with Ansible 2

Arduino創意機器人入門：基于ArduBlock（第2版）

IBM SPSS Modeler Essentials