Hands-On Artificial Intelligence for Beginners

VirtualAssistants,suchasAlexaandSiri,processourrequests,Google'scarshavestartedtoreadaddresses,andAmazon'spricesandNetflix'srecommendedvideosaredecidedbyAI.ArtificialIntelligenceisoneofthemostexcitingtechnologiesandisbecomingincreasinglysignificantinthemodernworld.Hands-OnArtificialIntelligenceforBeginnerswillteachyouwhatArtificialIntelligenceisandhowtodesignandbuildintelligentapplications.ThisbookwillteachyoutoharnesspackagessuchasTensorFlowinordertocreatepowerfulAIsystems.YouwillbeginwithreviewingtherecentchangesinAIandlearninghowartificialneuralnetworks(ANNs)haveenabledmoreintelligentAI.You'llexplorefeedforward,recurrent,convolutional,andgenerativeneuralnetworks(FFNNs,RNNs,CNNs,andGNNs),aswellasreinforcementlearningmethods.Intheconcludingchapters,you'lllearnhowtoimplementthesemethodsforavarietyoftasks,suchasgeneratingtextforchatbots,andplayingboardandvideogames.Bytheendofthisbook,youwillbeabletounderstandexactlywhatyouneedtoconsiderwhenoptimizingANNsandhowtodeployandmaintainAIapplications.