Grokking Artificial Intelligence Algorithms: Understand and Apply the Core Algorithms of Deep Learning and Artificial Intelligence in This Friendly Il - Rishal Hurbans

Descriere Grokking Artificial Intelligence Algorithms: Understand and Apply the Core Algorithms of Deep Learning and Artificial Intelligence in This Friendly Il - Rishal Hurbans

\nThis 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 \n Key Features \n Master the core algorithms of deep learning and AI \n Build an intuitive understanding of AI problems and solutions \n Written in simple language, with lots of illustrations and hands-on examples \n Creative coding exercises, including building a maze puzzle game and exploring drone optimization \n \nAbout The Book \n \nArtificial 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 applications \n \nGrokking Artificial Intelligence Algorithms uses illustrations, exercises, and jargon-free explanations to teach fundamental AI concepts.You'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 programming skills. \n \nWhat You Will Learn \n \nUse cases for different AI algorithms \n Intelligent search for decision making \n Biologically inspired algorithms \n Machine learning and neural networks \n Reinforcement learning to build a better robot \n \nThis Book Is Written For \n For software developers with high school-level math skills. \n \n About the Author \n Rishal Hurbans is a technologist, startup and AI group founder, and international speaker. \n \n Table of Contents \n \n 1 Intuition of artificial intelligence \n 2 Search fundamentals \n 3 Intelligent search \n 4 Evolutionary algorithms \n 5 Advanced evolutionary approaches \n 6 Swarm intelligence: Ants \n 7 Swarm intelligence: Particles \n 8 Machine learning \n 9 Artificial neural networks \n 10 Reinforcement learning with Q-learning\n

Detalii

Brand

Manning Publications

Categorie

ENSTK

EAN / GTIN

9781617296185

Magazine

1

Disponibilitate

in stock