Foundations of Artificial Intelligence (Fall)

Undergraduate course, HNUST, 2026

Contents

  • Chapter 1: Overview of Artificial Intelligence Slide
  • Chapter 2: Knowledge Representation and Problem Solving Slide
  • Chapter 3: Machine Learning Slide
  • Chapter 4: Artificial Neural Networks and Deep Learning Slide
  • Chapter 5: Computer Vision Slide
  • Chapter 6: Natural Language Processing Slide
  • Chapter 7: Intelligent Speech Processing* Slide
  • Chapter 8: Artificial Intelligence Ethics and Frontier Technologies* Slide

Textbook

  • 刁祖龙, 朱宁波. 人工智能基础[M]. 西安电子科技大学出版社, 2026.

Textbook