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Grokking Artificial Intelligence Algorithms: Understand and apply the core algorithms of deep learning and artificial intelligen,Used
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?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 LocalKey FeaturesMaster the core algorithms of deep learning and AIBuild an intuitive understanding of AI problems and solutionsWritten in simple language, with lots of illustrations and handson examplesCreative coding exercises, including building a maze puzzle game and exploring drone optimizationAbout The Book?Artificial intelligence? requires 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 to 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 applicationsGrokking Artificial Intelligence Algorithms uses illustrations, exercises, and jargonfree explanations to teach fundamental AI concepts.You?ll explore coding challenges like detecting bank fraud, creating artistic masterpieces, and setting a selfdriving car in motion. All you need is the algebra you remember from high school math class and beginning programming skills.What You Will LearnUse cases for different AI algorithmsIntelligent search for decision makingBiologically inspired algorithmsMachine learning and neural networksReinforcement learning to build a better robotThis Book Is Written ForFor software developers with high schoollevel math skills.About the AuthorRishal Hurbans is a technologist, startup and AI group founder, and international speaker.Table of Contents1 Intuition of artificial intelligence2 Search fundamentals3 Intelligent search4 Evolutionary algorithms5 Advanced evolutionary approaches6 Swarm intelligence: Ants7 Swarm intelligence: Particles8 Machine learning9 Artificial neural networks10 Reinforcement learning with Qlearning
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