Grokking Artificial Intelligence Algorithms video edition

《 Grokking人工智能算法》是一本完整插图的交互式教程指南，介绍了支持AI的不同方法和算法。用简单的语言编写，并提供大量可视参考和动手示例，您将学到将AI算法有效地集成到应用程序中所需的概念，术语和理论。为了确保您一路走好，您将在实践中使用每种算法进行创造性的编码练习-包括构建迷宫益智游戏，执行钻石数据分析，甚至探索无人机材料优化。

MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 51 Lessons (7h 28m) | Size: 811.9 MB
From start to finish, the best book to help you learn AI algorithms and recall why and how you use them.

Grokking Artificial Intelligence Algorithms is a fully-illustrated and interactive tutorial guide to the different approaches and algorithms that underpin AI. Written in simple language and with lots of visual references and hands-on examples, you’ll learn the concepts, terminology, and theory you need to effectively incorporate AI algorithms into your applications. And to make sure you truly grok as you go, you’ll use each algorithm in practice with creative coding exercises—including building a maze puzzle game, performing diamond data analysis, and even exploring drone material optimization.

about the technology
Artificial intelligence touches every part of our lives. It powers our shopping and TV recommendations; it informs our medical diagnoses. Embracing this new world means mastering the core algorithms at the heart of AI.

about the book
Grokking Artificial Intelligence Algorithms uses illustrations, exercises, and jargon-free explanations to teach fundamental AI concepts. All you need is the algebra you remember from high school math class. Explore coding challenges like detect­ing bank fraud, creating artistic masterpieces, and setting a self-driving car in motion.

what’s inside
Use cases for different AI algorithms
Intelligent search for decision making
Biologically inspired algorithms
Machine learning and neural networks
Reinforcement learning to build a better robot

about the audience
For software developers with high school–level algebra and calculus skills.