Grokking Artificial Intelligence Algorithms

书名：Grokking Artificial Intelligence Algorithms
作者：RishalHurbans
译者：
ISBN：9781617296185
出版社：ManningPublications
出版时间：2020-10-1
格式：epub/mobi/azw3/pdf
页数：400
豆瓣评分：

书籍简介：

Grokking Artificial Intelligence Algorithms uses simple language, jargon-busting explanations, and hand-drawn diagrams to open up complex algorithms. Don’t worry if you aren’t a calculus wunderkind; you’ll need only the algebra you picked up in math class. Creative coding exercises take you hands-on with the core and most-common algorithms, as you learn to classify data with a neural network, navigate a maze with a functional decision-making algorithm, create an autonomous agent to play two-player games, and more. As you start to grok how AI works under the hood, exciting and innovative ways to apply AI to your software will click into place. When you’re done, you’ll be able to identify problems best solved by AI and be able to select the perfect algorithms to solve them! what's inside Use cases for different AI algorithms How to encode problems and solutions using data structures Intelligent search for game playing Ant colony algorithms for path finding Evolutionary algorithms for optimization problems Reinforcement learning algorithms for decision making How to prepare data, and the building blocks of machine learning Artificial neural networks for learning patterns and making decisions

作者简介：

Rishal Hurbans is a solutions architect for one of the largest technology companies in South Africa, the founder of the Artificial Intelligence South Africa group, and an Intel Innovator in the AI space.

书友短评：

@ 一只黑眼睛看着大千世界 搜索、进化算法、群体智能、传统机器学习（回归、决策树）、神经网络、强化学习Q-learning，通过样例操作来入门 @ 一只黑眼睛看着大千世界 搜索、进化算法、群体智能、传统机器学习（回归、决策树）、神经网络、强化学习Q-learning，通过样例操作来入门

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