(Grokking Artificial Intelligence Algorithms) [PDF] Ú Rishal Hurbans

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Grokking Artificial Intelligence AlgorithmsAbsolutely glad I icked it up and read it Learned a ton. For different AI algorithms Intelligent search for decision making Biologically inspired algorithms Machine learning and "neural networks Reinforcement learning to build a better robot This Book Is Written For For software developers with high school–level math "networks Reinforcement learning to build a better robot This Book Is Written For For software developers with high school–level math About the Author Rishal Hurbans is a technologist startup and AI group founder and international speaker Table of Contents 1 Intuition of artificial intelligence 2 Search fundamentals 3 Intelligent search 4 Evolutionary algorithms 5 Advanced evolutionary approaches 6 Swarm intelligence Ants 7 Swarm intelligence Particles 8 Machine learning 9 Artificial neural networks 10 Reinforcement learning with learnin. Incredible material resented in a very uniue "and engag. ”This Book Takes An Impossibly Broad Area Of Computer Science book takes an impossibly broad area of computer science communicates what working "engag. ”This book takes an impossibly broad area of computer science and communicates what working need to understand in a clear and thorough way” David Jacobs Product Advance Local Key Features Master the core algorithms of deep learning and AI Build an intuitive understanding of AI roblems and solutions Written in simple language with lots of illustrations and hands on examples Creative coding exercises including building a maze uzzle game and exploring drone optimizationAbout The Book “Artificial intelligence” reuires teaching a computer how to approach different types of roblems in a systematic way The core of AI types of roblems in a systematic way The core of AI the algorithms that the system uses Ing manner Initially expected a very book "but. o do things like identifying objects " O do things like identifying an image interpreting the meaning of text or looking for atterns in data to spot fraud and other anomalies  Mastering the core algorithms for search image recognition and other common tasks is essential to building good AI applications Grokking Artificial Intelligence Algorithms uses illustrations exercises and jargon free explanations to teach fundamental AI conceptsYou’ll explore coding challenges like detect­ing bank fraud creating artistic masterpieces and setting a self driving car in motion All you need is the algebra you remember from high school math class and beginning rogramming skills  What You Will Learn Use cases. ,