Materias: “…Artificial intelligence…”

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Materias: “…Artificial intelligence…”

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Materias: “…Artificial intelligence…”

Tabla de Contenidos: “…; The ""Two Great Stochastic Systems""; The Game of Life: Emergence in Complex Systems; The Game of Life; Emergence; Cellular Automata and the Edge of Chaos; Artificial Life in Computer Programs; Intelligence: Good Minds in People and Machines…”

Tabla de Contenidos: “…Cover -- Copyright and Credits -- Packt Upsell -- Foreword -- Contributors -- Table of Contents -- Preface -- Chapter 1: Getting Started -- Understanding deep learning -- Perceptron -- Activation functions -- Sigmoid -- The hyperbolic tangent function -- The Rectified Linear Unit (ReLU) -- Artificial neural network (ANN) -- One-hot encoding -- Softmax -- Cross-entropy -- Dropout -- Batch normalization -- L1 and L2 regularization -- Training neural networks -- Backpropagation -- Gradient descent -- Stochastic gradient descent -- Playing with TensorFlow playground -- Convolutional neural network -- Kernel -- Max pooling -- Recurrent neural networks (RNN) -- Long short-term memory (LSTM) -- Deep learning for computer vision -- Classification -- Detection or localization and segmentation -- Similarity learning -- Image captioning -- Generative models -- Video analysis -- Development environment setup -- Hardware and Operating Systems - OS -- General Purpose - Graphics Processing Unit (GP-GPU) -- Computer Unified Device Architecture - CUDA -- CUDA Deep Neural Network - CUDNN -- Installing software packages -- Python -- Open Computer Vision - OpenCV -- The TensorFlow library -- Installing TensorFlow -- TensorFlow example to print Hello, TensorFlow -- TensorFlow example for adding two numbers -- TensorBoard -- The TensorFlow Serving tool -- The Keras library -- Summary -- Chapter 2: Image Classification -- Training the MNIST model in TensorFlow -- The MNIST datasets -- Loading the MNIST data -- Building a perceptron -- Defining placeholders for input data and targets -- Defining the variables for a fully connected layer -- Training the model with data -- Building a multilayer convolutional network -- Utilizing TensorBoard in deep learning -- Training the MNIST model in Keras -- Preparing the dataset -- Building the model…”

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Materias: “…Artificial intelligence…”

Tabla de Contenidos: “…Front Cover; Applied Computing in Medicine and Health; Copyright; Contents; List of Contributors; Editor Biographies; Author Biographies; CHAPTER 1; CHAPTER 2; CHAPTER 3; CHAPTER 4; CHAPTER 5; CHAPTER 6; CHAPTER 7; CHAPTER 8; CHAPTER 9; CHAPTER 10; CHAPTER 11; CHAPTER 12; CHAPTER 13; CHAPTER 14; Acknowledgment; Introduction; TECHNOLOGY IN HEALTH; ARTIFICIAL INTELLIGENCE IN MEDICAL DIAGNOSIS; THE IMPORTANCE OF DATA ANALYTICS; DECISION SUPPORT SYSTEM (DSS); WHY THIS BOOK; THE ORGANIZATION OF THE BOOK…”

Materias: “…Artificial intelligence…”

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Materias: “…Artificial intelligence…”

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Materias: “…Artificial intelligence…”

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Tabla de Contenidos: “…. -- 1.6 Natural Language Interaction -- 1.6.1 Speech Recognition and Natural Language Processing -- 1.6.2 Enabling Intuitive Human-Machine Interaction -- 1.6.3 Use Cases in Service Robots, Intelligent Agents, Human-Robot Collaboration -- 1.7 AI in Mechatronic System Design -- 1.7.1 Simulation of AI-Based Controllers and Behaviors -- 1.7.2 Tools for Virtual Prototyping of Intelligent Mechatronics -- 1.7.3 AI-Driven Design Optimization -- 1.8 Challenges and Future Outlook -- 1.8.1 Current Limitations in Applying AI to Mechatronics -- 1.8.2 Safety, Security, and Robustness Considerations -- 1.8.3 Emerging Trends and Opportunities -- 1.9 Artificial General Intelligence (AGI)…”

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