Introduction to Artificial Intelligence

Discover how AI works, powers tools like ChatGPT and Deepseek, transform businesses, and raise critical questions in today´s digital world.

Applicants: 1
Free ¥680 Limited offer till Jan 01st, 2026

Time commitment:

2-3 hours/week, 2-4 weeks

Pace:

Self-paced

Language:

English

Level:

Introductory

About this course

This concise yet comprehensive online course offers a general audience a friendly introduction to the modern landscape of Artificial Intelligence. You'll explore how AI systems like ChatGPT and Deepseek work behind the scenes, including the basics of training, tokens, and deep learning. You'll learn the difference between discriminative and generative AI, and how generative tools are revolutionizing industries and personal productivity. Finally, the course covers the societal and ethical challenges AI brings, including hallucinations, IP rights, and misuse. No technical background is required—just curiosity and a desire to understand one of today´s most important technologies.

What you’ll learn

  • Explain the basic differences between discriminative and generative AI.
  • Understand how tools like ChatGPT process information and generate responses.
  • Describe how AI is trained, fine-tuned, and optimized for tasks.
  • Identify real-world applications of generative AI across business and personal use.
  • Discuss major risks and ethical issues in deploying generative AI.
  • Recognize the impact of AI on intellectual property and innovation.

About the instructor(s)

Jialu LIU

Assistant Professor
Antai College of Economics and Management
Shanghai Jiao Tong University

Syllabus

  • Session

    1

    What Is Modern AI

    What is AI? AGI vs. ANI Discriminative AI: How AI Recognizes and Classifies Generative AI: How AI Creates and Innovates

  • Session

    2

    How ChatGPT Works Under the Hood

    Neural Networks, Parameters, and Tokens: The Building Blocks Pre-training vs. Post-training: Teaching AI to Learn and Improve DeepSeek's Innovation: Introducing Thinking Models

  • Session

    3

    Applications of Generative AI

    New businesses built on AI Transforming existing businesses Empowering individuals

  • Session

    4

    Challenges of Generative AI

    AI Hallucinations: When Machines Get It Wrong Risks of Misuse: Deepfakes and Cybersecurity Intellectual Property: Ownership and Attribution in AI-Generated Content