Ly glad I picked it up and read it Learned a ton Good intro. 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 skills 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.
Manner Initially expected a very different book but absolute. O do things like identifying objects in an image interpreting the meaning of text or looking for patterns 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 ou need is the algebra ou remember from high school math class and beginning programming skills What You Will Learn Use cases.
Incredible material presented in a very uniue and engaging. ”This book takes an impossibly broad area of computer science and communicates what working developers 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 problems and solutions Written in simple language with lots of illustrations and hands on examples Creative coding exercises including building a maze puzzle game and exploring drone optimizationAbout The Book “Artificial intelligence” reuires teaching a computer how to approach different types of problems in a systematic way The core of AI is the algorithms that the system uses