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Withtheemergenceofbigdataandmoderntechnologies,AIhasacquiredalotofrelevanceinmanydomains.TheincreaseindemandforautomationhasgeneratedmanyapplicationsforAIinfieldssuchasrobotics,predictiveanalytics,finance,andmore.Inthisbook,youwillunderstandwhatartificialintelligenceis.Itexplainsindetailbasicsearchmethods:Depth-FirstSearch(DFS),Breadth-FirstSearch(BFS),andA*Search,whichcanbeusedtomakeintelligentdecisionswhentheinitialstate,endstate,andpossibleactionsareknown.Randomsolutionsorgreedysolutionscanbefoundforsuchproblems.Butthesearenotoptimalineitherspaceortimeandefficientapproachesintimeandspacewillbeexplored.Wewillalsounderstandhowtoformulateaproblem,whichinvolveslookingatitandidentifyingitsinitialstate,goalstate,andtheactionsthatarepossibleineachstate.Wealsoneedtounderstandthedatastructuresinvolvedwhileimplementingthesesearchalgorithmsastheyformthebasisofsearchexploration.Finally,wewilllookintowhataheuristicisasthisdecidesthequalityofonesub-solutionoveranotherandhelpsyoudecidewhichsteptotake.

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Writtenincookbookstyle,thisbookoffersawidearrayoftechniquesforbuildingHTML5Canvasapplications.Eachrecipecontainsstep-by-stepinstructionsfollowedbyanalysisofwhatwasdoneineachtaskandotherusefulinformation.Thebookisdesignedsothatyoucanreaditchapterbychapter,oryoucanlookatthelistofrecipesandrefertotheminnoparticularorder.ThisbookisgearedtowardswebdeveloperswhoarefamiliarwithHTMLandJavaScript.ItiswrittenforbothbeginnersandseasonedHTML5developerswithagoodworkingknowledgeofJavaScript.

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Redash v5 Quick Start Guide

DataexplorationandvisualizationisvitaltoBusinessIntelligence,thebackboneofalmosteveryenterpriseororganization.Redashisaqueryingandvisualizationtooldevelopedtosimplifyhowmarketingandbusinessdevelopmentdepartmentsareexposedtodata.IfyouwanttolearntocreateinteractivedashboardswithRedash,exploredifferentvisualizations,andsharetheinsightswithyourpeers,thenthisistheidealbookforyou.ThebookstartswithessentialBusinessIntelligenceconceptsthatareattheheartofdatavisualizations.YouwilllearnhowtofindyourwayroundRedashanditsricharrayofdatavisualizationoptionsforbuildinginteractivedashboards.Youwilllearnhowtocreatedatastorytellingandsharethesewithpeers.Youwillseehowtoconnecttodifferentdatasourcestoprocesscomplexdata,andthenvisualizethisdatatorevealvaluableinsights.Bytheendofthisbook,youwillbeconfidentwiththeRedashdashboardingtooltoprovideinsightandcommunicatedatastorytelling.

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Hands-On Machine Learning on Google Cloud Platform

Thisbookisfordatascientists,machinelearningdevelopersandAIdeveloperswhowanttolearnGoogleCloudPlatformservicestobuildmachinelearningapplications.SincetheinteractionwiththeGoogleMLplatformismostlydoneviathecommandline,thereaderissupposedtohavesomefamiliaritywiththebashshellandPythonscripting.Someunderstandingofmachinelearninganddatascienceconceptswillbehandy.

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Drupal 7 Multi Sites Configuration

Followthecreationofamulti-siteinstancewithDrupal.ThepracticalexamplesandaccompanyingscreenshotswillhelpyoutogetmultipleDrupalsitessetupinnotime.ThisbookisforDrupalsitebuilders.ItisassumedthatreadersarefamiliarwithDrupalalready,withabasicgraspofitsconceptsandcomponents.Systemadministrationconcepts,suchasconfiguringApache,MySQL,andVagrantarecoveredbutnopreviousknowledgeofthesetoolsisrequired.

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Effective Business Intelligence with QuickSight

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Intel Edison Projects

Ifyouareahobbyist,robotengineer,IoTenthusiast,programmer,ordeveloperwhowantstocreateautonomousprojectswithIntelEdison,thenthisbookisforyou.Priorprogrammingknowledgewouldbebeneficial.

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Practical OneOps

Hands-On Artificial Intelligence for Search