AI Crash Course

de Ponteves, Hadelin


  • 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

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.

  • 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




  • 掌握深度學習、強化學習和深度強化學習的關鍵技能

  • 了解Q學習和深度Q學習

  • 通過友好的、通俗易懂的解釋和實踐活動學習

  • 構建有趣的項目,包括虛擬自駕車

  • 使用人工智能解決現實世界的商業問題和經典視頻遊戲

  • 構建智能的虛擬機器人倉庫工人



通過他暢銷的視頻課程,Hadelin de Ponteves已經教授了數十萬人寫AI軟件。現在,他的實踐性、充滿活力的方法首次以書籍形式呈現。Hadelin以漸進的方式開始,從基礎知識開始,然後逐步引導讀者進入更複雜的公式和符號,幫助您了解使用強化學習和深度學習構建AI系統所需的真正知識。五個完整的實作項目將這些想法付諸實踐,逐步展示如何使用最好且最簡單的AI編程工具構建智能軟件:


• Google Colab

• Python

• TensorFlow

• Keras

• PyTorch


《AI Crash Course》教導每個人如何構建適用於其應用程序的AI。閱讀完本書後,您只受想像力的限制。


  • 動手編程AI模型

  • 無需數學、數據科學或機器學習背景

  • 充滿實踐示例、插圖和清晰的逐步指導

  • 5個實作項目將想法付諸實踐,逐步展示如何構建智能軟件