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<p>This book is a comprehensive, cutting-edge guide designed to educate readers on the essentials of artificial intelligence (AI) and machine learning (ML), while emphasizing the crucial aspects of security, ethics, and privacy.

Ethical developmentInternational collaborationHistorical developmentAi developmentArtificial intelligenceMachine learningEthical concernsAssessing applicationsTwo categoriesCapability based typesTackle real world challengesEthical implicationsFuture trendsEmerging developmentsAlgorithm selection exerciseMatching scenarios