This friendly and accessible guide to AI theory and programming in Python requires no maths or data science background. Key Features Roll up your sleeves and start programming AI models No math, data science, or machine learning background required Packed with hands-on examples, illustrations, and clear step-by-step instructions 5 hands-on working projects put ideas into action and show step-by-step how to build intelligent software Book Description AI is changing the world - and with this book, anyone can start building intelligent software! Through his best-selling video courses, Hadelin de Ponteves has taught hundreds of thousands of people to write AI software. Now, for the first time, his hands-on, energetic approach is available as a book. Taking a graduated approach that starts with the basics before easing readers into more complicated formulas and notation, Hadelin helps you understand what you really need to build AI systems with reinforcement learning and deep learning. Five full working projects put the ideas into action, showing step-by-step how to build intelligent software using the best and easiest tools for AI programming: Google Colab Python TensorFlow Keras PyTorch AI Crash Course teaches everyone to build an AI to work in their applications. Once you've read this book, you're only limited by your imagination. What you will learn Master the key skills of deep learning, reinforcement learning, and deep reinforcement learning Understand Q-learning and deep Q-learning Learn from friendly, plain English explanations and practical activities Build fun projects, including a virtual-self-driving car Use AI to solve real-world business problems and win classic video games Build an intelligent, virtual robot warehouse worker Who this book is for If you want to add AI to your skillset, this book is for you. It doesn't require data science or machine learning knowledge. Just maths basics (high school level).

这本友好且易懂的Python人工智能理论和编程指南不需要数学或数据科学背景。主要特点 卷起袖子，开始为人工智能模型编程 不需要数学、数据科学或机器学习背景 充满了实践案例、插图和清晰的分步说明 5个实践工作项目将想法付诸行动，并逐步展示如何构建智能软件 书中描述 人工智能正在改变世界--通过本书，任何人都可以开始构建智能软件! 通过他最畅销的视频课程，哈德林-德-庞特维斯已经教会了数十万人编写人工智能软件。现在，他的动手能力和精力充沛的方法首次以书的形式出现。Hadelin采取循序渐进的方式，先从基础知识开始，然后再让读者进入更复杂的公式和符号，帮助你了解用强化学习和深度学习构建人工智能系统真正需要的东西。五个完整的工作项目将这些想法付诸行动，逐步展示了如何使用最好和最简单的人工智能编程工具来构建智能软件。谷歌Colab Python TensorFlow Keras PyTorch人工智能速成班教大家建立一个人工智能，在他们的应用程序中工作。一旦你读完这本书，你的想象力就会受到限制。你将学到什么 掌握深度学习、强化学习和深度强化学习的关键技能 了解Q-learning和深度Q-learning 从友好、通俗的英语解释和实践活动中学习 构建有趣的项目，包括一辆虚拟自驾车 使用AI解决现实世界的商业问题，赢得经典视频游戏 构建一个智能、虚拟机器人仓库工人 本书适用对象 如果你想将AI加入你的技能集，本书适合你。它不需要数据科学或机器学习知识。只需要数学基础知识（高中水平）。