Python Artificial Intelligence Projects for Beginners
ArtificialIntelligence(AI)isthenewesttechnologythat’sbeingemployedamongvariedbusinesses,industries,andsectors.PythonArtificialIntelligenceProjectsforBeginnersdemonstratesAIprojectsinPython,coveringmoderntechniquesthatmakeuptheworldofArtificialIntelligence.ThisbookbeginswithhelpingyoutobuildyourfirstpredictionmodelusingthepopularPythonlibrary,scikit-learn.Youwillunderstandhowtobuildaclassifierusinganeffectivemachinelearningtechnique,randomforest,anddecisiontrees.Withexcitingprojectsonpredictingbirdspecies,analyzingstudentperformancedata,songgenreidentification,andspamdetection,youwilllearnthefundamentalsandvariousalgorithmsandtechniquesthatfosterthedevelopmentofthesesmartapplications.Intheconcludingchapters,youwillalsounderstanddeeplearningandneuralnetworkmechanismsthroughtheseprojectswiththehelpoftheKeraslibrary.Bytheendofthisbook,youwillbeconfidentinbuildingyourownAIprojectswithPythonandbereadytotakeonmoreadvancedprojectsasyouprogress.
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