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