Artificial Intelligence by Example Acquire Advanced AI, Machine Learning, and Deep Learning Design Skills.
Rothman, Denis
Artificial Intelligence by Example Acquire Advanced AI, Machine Learning, and Deep Learning Design Skills. Denis Rothman (author). - 2nd ed. - Birmingham Packt Publishing 2020 - 549 pages illus. 24 cm
Includes index.
Table of ContentsGetting Started with Next-Generation Artificial Intelligence through Reinforcement LearningBuilding a Reward Matrix --
Designing Your DatasetsMachine Intelligence --
Evaluation Functions and Numerical ConvergenceOptimizing Your Solutions with K-Means ClusteringHow to Use Decision Trees to Enhance K-Means ClusteringInnovating AI with Google TranslateOptimizing Blockchains with Naive BayesSolving the XOR Problem with a FNNAbstract Image Classification with CNNConceptual Representation LearningCombining RL and DLAI and the IoTVisualizing Networks with TensorFlow 2.x and TensorBoardPreparing the Input of Chatbots with RBMs and PCASetting Up a Cognitive NLP UI/CUI ChatbotImproving the Emotional Intelligence Deficiencies of ChatbotsGenetic Algorithms in Hybrid Neural NetworksNeuromorphic ComputingQuantum ComputingAppendix --
Answers to the Questions.
9781839211539
Artificial intelligence
Machine learning
Artificial Intelligence by Example Acquire Advanced AI, Machine Learning, and Deep Learning Design Skills. Denis Rothman (author). - 2nd ed. - Birmingham Packt Publishing 2020 - 549 pages illus. 24 cm
Includes index.
Table of ContentsGetting Started with Next-Generation Artificial Intelligence through Reinforcement LearningBuilding a Reward Matrix --
Designing Your DatasetsMachine Intelligence --
Evaluation Functions and Numerical ConvergenceOptimizing Your Solutions with K-Means ClusteringHow to Use Decision Trees to Enhance K-Means ClusteringInnovating AI with Google TranslateOptimizing Blockchains with Naive BayesSolving the XOR Problem with a FNNAbstract Image Classification with CNNConceptual Representation LearningCombining RL and DLAI and the IoTVisualizing Networks with TensorFlow 2.x and TensorBoardPreparing the Input of Chatbots with RBMs and PCASetting Up a Cognitive NLP UI/CUI ChatbotImproving the Emotional Intelligence Deficiencies of ChatbotsGenetic Algorithms in Hybrid Neural NetworksNeuromorphic ComputingQuantum ComputingAppendix --
Answers to the Questions.
9781839211539
Artificial intelligence
Machine learning