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.