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Artificial Intelligence with Python: your complete guide to building intelligent apps using Python 3.x

Nhan đề: Artificial Intelligence with Python: your complete guide to building intelligent apps using Python 3.x

Tác giả: Alberto Artasanchez, Prateek Joshi

Chủ đề: Python; Artificial intelligence -- Data processing; Application software – Development

Mô tả: Introduction to Artificial Intelligence -- Fundamental Use Cases for Artificial Intelligence -- Machine Learning Pipelines -- Feature Selection and Feature Engineering -- Classification and Regression Using Supervised Learning -- Predictive Analytics with Ensemble Learning -- Detecting Patterns with Unsupervised Learning -- Building Recommender Systems -- Logic Programming -- Heuristic Search Techniques -- Genetic Algorithms and Genetic Programming -- Artificial Intelligence on the Cloud -- Building Games with Artificial Intelligence -- Building a Speech Recognizer -- Natural Language Processing -- Chatbots -- Sequential Data and Time Series Analysis -- Image Recognition -- Neural Networks -- Deep Learning with Convolutional Neural Networks -- Recurrent Neural Networks and Other Deep Learning Models -- Creating Intelligent Agents with Reinforcement Learning -- Artificial Intelligence and Big Data

Tóm tắt: “Completely updated and revised edition of the bestselling guide to artificial intelligence, updated to Python 3.8 and TensorFlow 2, with seven new chapters that cover RNNs, AI & Big Data, fundamental use cases, machine learning data pipelines, chatbots, Big Data, and more.”

Nhà xuất bản: Packt Publishing

Năm xuất bản: 2020

ISBN: 9781839219535 (pbk.), 183921953X (pbk.)