000			01642nam a22002297a 4500
005			20260727170347.0
008			260727s2026 |||||||| |||| 00| 0 eng d
020			_a9781633434813
040			_cPK-LaUMT
082			_a006.31 _bHUR-G
100	1		_aHurbans, Rishal _914311
245	1	0	_aGrokking AI algorithms : _bhow AI solves complex problems / _cRishal Hurbans
250			_a2nd ed.
260			_aShelter Island : _bManning Publications, _c2026
300			_axxix, 558 p.
500			_aIndex present
520			_aArtificial intelligence algorithms are the backbone of search and optimization, deep learning, reinforcement learning, and, of course, generative AI. This book introduces the most important AI algorithms using relatable illustrations, interesting examples, and thought-provoking exercises. Written in simple language and with lots of visual references and hands-on code examples, it helps you build a natural intuition into how intelligent systems learn, plan, and adapt. This second edition has been thoroughly revised, with new chapters on large language models, image generation, and more. You know you can solve a problem with AI--but how? Which algorithm do you pick and how do you properly implement it? This book makes it simple and easy to understand the most core and common AI approaches. You'll learn how to understand problem types, map real-world tasks to those problems, and how to design and implement the right algorithm--all following clear visual examples, pseudocode, and learning-oriented examples
546			_aEng
650			_aMachine learning
650			_aAI-Algorithms _914312
942			_cBK
999			_c141693 _d141693