Artificial Intelligence with Python by Prateek Joshi is a practical introduction to artificial intelligence and machine learning using Python. The book begins with supervised learning techniques for classification and regression, followed by predictive analytics using ensemble methods and pattern discovery through unsupervised learning. It then explores recommender systems, logic programming, heuristic search, genetic algorithms, and AI techniques for game development. The book also covers natural language processing, probabilistic reasoning for sequential data, speech recognition, object detection and tracking, artificial neural networks, reinforcement learning, and deep learning with convolutional neural networks. Through practical examples and Python implementations, the book helps readers develop AI applications across machine learning, language processing, speech, computer vision, and intelligent systems.

Ngôn ngữ:	eng
Tác giả:	Joshi, Prateek
Thông tin nhan đề:	Artificial Intelligence with Python
Nhà xuất bản:	Packt Publishing
Loại hình:	Giáo trình sách, tham khảo / Bộ sưu tập: Công nghệ thông tin
Mô tả vật lý:	430p.
Năm xuất bản:	2017