000			a
999			_c33821 _d33821
008			250225b xxu||||| |||| 00| 0 eng d
020			_a9781119820864
082			_a005.133 _bXIA
100			_aXiao, Perry
245			_aArtificial intelligence programming with Python : from zero to hero
260			_bWiley, _c2022 _aHoboken :
300			_axxix, 681 p. ; _bill., (b & w), _c24 cm
365			_b39.95 _c$ _d89.70
504			_aIncludes index.
520			_aA hands-on roadmap to using Python for artificial intelligence programming In Practical Artificial Intelligence Programming with Python: From Zero to Hero, veteran educator and photophysicist Dr. Perry Xiao delivers a thorough introduction to one of the most exciting areas of computer science in modern history. The book demystifies artificial intelligence and teaches readers its fundamentals from scratch in simple and plain language and with illustrative code examples. Divided into three parts, the author explains artificial intelligence generally, machine learning, and deep learning. It tackles a wide variety of useful topics, from classification and regression in machine learning to generative adversarial networks. He also includes: Fulsome introductions to MATLAB, Python, AI, machine learning, and deep learning Expansive discussions on supervised and unsupervised machine learning, as well as semi-supervised learning Practical AI and Python "cheat sheet" quick references This hands-on AI programming guide is perfect for anyone with a basic knowledge of programming--including familiarity with variables, arrays, loops, if-else statements, and file input and output--who seeks to understand foundational concepts in AI and AI development.
650			_aArtificial intelligence
650			_aAutoEncoder
650			_aDeep learning neural
650			_aFace detection
650			_aGabor filters
650			_aImage classification
650			_aRecurrent neural networks
650			_aSemi-supervised learning
942			_2ddc _cBK