Game Changers—Artificial Intelligence: What You Need to Know

Understanding the Impact and Applications of Artificial Intelligence, Machine Learning, and Deep Learning

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It is difficult to understand what is happening in the field of artificial intelligence (AI). New developments seem to happen weekly, and companies use different words to describe their products. The terms artificial intelligence, cognitive intelligence, autonomous machines, and machine learning are all thrown around. This research brings clarity to the complex AI landscape and explores recent breakthroughs in a technique called deep learning, explaining how it is making progress in AI challenges such as language, vision, and motion. Finally, the research takes a broad look at the impact of AI in the enterprise, specifically the energy, financial services, healthcare, manufacturing, and transportation industries.

Table of Contents

Executive SummaryKey FindingsKey Findings (continued)Why Explore Artificial Intelligence?Why Explore Artificial Intelligence?Identification of 30 Key Technology TrendsScoring Technology Trends by Disruptive PotentialScoring Technology Trends by Disruptive Potential (continued)Scoring Technology Trends by Disruptive Potential (continued)Artificial IntelligenceArtificial Intelligence OverviewArtificial Intelligence Overview (continued)Artificial Intelligence Overview—Other TerminologyArtificial Intelligence Approaches MapArtificial Intelligence ApproachesKey Driver of Artificial Intelligence Progress—Exponential Rate of ChangeMachine LearningMachine Learning OverviewDrivers in the Development of Machine LearningRestraints in the Development of Machine LearningMost Important Restraint—The End of Moore’s LawMost Important Restraint—The End of Moore’s Law (continued)Most Important Restraint—The End of Moore’s Law (continued)Machine Learning by Learning StyleMachine Learning by FunctionKey Machine Learning Algorithm Classes by FunctionMachine Learning Business ModelsNeural NetworksNeural Networks OverviewNeural Networks by ClassNeural Networks by Class (continued)What is Deep Learning?Deep Learning OverviewKey Deep Neural Network ArchitecturesKey Deep Neural Network Architectures (continued)Key Deep Neural Network Architectures (continued)Leaders in Deep Learning—B2C Business ModelLeaders in Deep Learning—B2B Business Model (continued)Deep Learning ApplicationsApplications—Text Natural Language ProcessingText Natural Language Processing OverviewLeaders in Text Natural Language ProcessingApplications—Audio Natural Language ProcessingAudio Natural Language Processing Overview Leaders in Audio Natural Language ProcessingApplications—Computer VisionComputer VisionLeaders in Machine VisionThe EnterpriseMachine Learning Will be a Part of Every Function in Every BusinessMachine Learning Will be a Part of Every Function in Every Business (continued)Machine Learning Will be a Part of Every Function in Every Business (continued)Machine Learning for Sales, Marketing, and Personal Assistants Machine Learning for Communication, HR, and SecurityMachine Learning for Customer Service, Finance, and ProductivityWhat Happens When Jobs Run Out? Energy & Natural Resources IndustryTrend 1—Distributed Energy ResourcesTrend 2—Smart Grid Trend 3—Digital Oilfield (DOF) Financial Services IndustryTrend 1—Payments & Loyalty Trend 2—Retail Banking Data MiningTrend 3—BlockchainsHealthcare IndustryTrend 1—Digital HospitalTrend 2—mHealth ServicesTrend 3—Personalised MedicineManufacturing IndustryTrend 1—Distributed InfofacturingTrend 2—Collaborative ManufacturingTrend 3—Mobile RoboticsTransportation IndustryTrend 1—Connected VehiclesTrend 2—Mobility IntegrationTrend 3—Autonomous CarsThe Last WordThe Last Word—3 Key TakeawaysAppendixLegal DisclaimerKey Technologies DefinitionsKey Technologies Definitions (continued)Key Technologies Definitions (continued)Key Technologies Definitions (continued)Key Technologies Definitions (continued)Key Technologies Definitions (continued)The Frost & Sullivan StoryThe Frost & Sullivan StoryValue Proposition—Future of Your Company & CareerGlobal PerspectiveIndustry Convergence360º Research PerspectiveImplementation ExcellenceOur Blue Ocean Strategy

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