Tabla de Contenidos: “…Cover -- Copyright -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Getting Started with Deep Learning -- A soft introduction to machine learning -- Supervised learning -- Unbalanced data -- Unsupervised learning -- Reinforcement learning -- What is deep learning? -- Artificial neural networks -- The biological neurons -- The artificial neuron -- How does an ANN learn? …”

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Tabla de Contenidos: “…<P>Chapter 1: AI Strategy for the Executive </P><P></P><P>Chapter 2: Learning Algorithms, Machine/Deep Learning, and Applied AI -- A Conceptual Framework</P><P></P><P>Chapter 3: AI for Supply Chain Management</P><P></P><P>Chapter 4: HR and Talent Management</P><P></P><P>Chapter 5: Customer Experience Management</P><P></P><P>Chapter 6: Financial Services</P><P></P><P>Chapter 7: Artificial Intelligence in Retail</P><P></P><P>Chapter 8: Visualization</P><P></P><P>Chapter 9: Solution Architectures</P><P></P><P>Chapter 10: AI and Corporate Social Responsibility</P><P></P><P>Chapter 11: Future of Enterprise AI</P><P></P><P>Appendix:</P><UL><P><LI>Banking Case Study #1: Get More Value from Your Banking Data -- How to Turn Your Analytics Team into a Profit Centre </LI><P></P><P><LI>Banking Case Study #2: AI in Financial Services -- WeBank Practices </LI><P></P><P><LI>Retail Case Study: 7-Eleven and Cashierless Stores </LI><P></P><P><LI>Supply Chain Case Study: How Orchestrated Intelligence is Utilising Artificial Intelligence to model a Transformation in Supply Chain Performance </LI><P></P><P><LI>FMCG Case Study: Paper Quality at Georgia-Pacific</LI><P></P><P><LI>Healthcare Case Study: GE Healthcare: 1st FDA Clearance for an AI-enabled X-ray Devices -- </LI><P></P></UL><P></P>…”

Tabla de Contenidos: “…4.1 Introduction -- 4.2 Artificial Intelligence -- 4.2.1 Machine Learning -- 4.2.2 Further Development in the Domain of Artificial Intelligence -- 4.2.3 Programming Languages for Artificial Intelligence -- 4.2.4 Outcomes of Artificial Intelligence -- 4.3 Big Data -- 4.3.1 Artificial Intelligence Methods for Big Data -- 4.3.2 Industry Perspective of Big Data -- 4.4 Internet of Things -- 4.4.1 Interconnection of IoT With AoT -- 4.4.2 Difference Between IIoT and IoT -- 4.4.3 Industrial Approach for IoT -- 4.5 Technical Shift in AI, Big Data, and IoT…”

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Tabla de Contenidos: “…3.1 Introduction -- 3.2 System Architecture -- 3.2.1 Data Acquisition -- 3.2.2 Software Systems -- 3.2.3 Speed Control -- 3.2.4 Track-Keeping Control -- 3.2.5 Other Components -- 3.3 Testing -- 3.3.1 Prediction System -- 3.3.2 Prevention System -- 3.3.3 Towing Tank Tests and Results -- 3.3.3.1 Mathematical model validation -- 3.3.3.2 Validation of stability diagrams -- 3.3.3.3 Prediction system tests -- 3.4 Conclusions and FutureWork -- References -- Chapter 4 - Autonomous Knowledge Discovery Basedon Artificial Curiosity-Driven Learningby Interaction -- Abstract -- 4.1 Introduction -- 4.2 Proposed System and Role of Curiosity -- 4.2.1 Interpretation from Observation -- 4.2.2 Search for the Most Coherent Interpretation -- 4.2.3 Human-Robot Interaction -- 4.3 Validation Results by Simulation -- 4.4 Implementation on Real Robot and Validation Results -- 4.4.1 Implementation -- 4.4.2 Validation Results -- 4.5 Conclusions -- References -- Chapter 5 - Information Technology for InteractiveRobot Task Training ThroughDemonstration of Movement1 -- Abstract -- 5.1 Introduction -- 5.2 Conception and Principles of Motion Modeling -- 5.2.1 Generalized Model of Motion -- 5.2.2 Algorithm for Robot Task Training by Demonstration -- 5.2.3 Algorithm for Motion Reproduction after Task Training byDemonstration -- 5.2.4 Verification of Results for the Task of Training theTelecontrolled (Remote Controlled) Robot -- 5.2.5 Major Advantages of Task Training by Demonstration -- 5.3 Algorithms and Models for Teaching Movements -- 5.3.1 Task Training by Demonstration of Movement amongthe Objects of the Environment -- 5.3.2 Basic Algorithms for RobotTaskTraining by Demonstration -- 5.3.3 Training Algorithm for the Environmental Survey Motion -- 5.3.4 Training Algorithm for Grabbing a Single Object -- 5.3.5 Special Features of the Algorithm for Reproduction ofMovements…”

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Materias: “…Artificial intelligence…”