Material

Course Material

Chapter Material

Download the material for each chapter of the course:

Prologue: The Rise of AI

• Slides (PDF, 2.1MB)

Chapter 1: Understanding LLMs

• Slides (PDF, 3.4MB)

Chapter 2: Working with LLMs

• Slides (PDF, 4.2MB)

Chapter 3: Reasoning LLMs

• Slides (PDF, 2.9MB)

Chapter 4: Multimodal LLMs

• Slides (PDF, 5.1MB)

Chapter 5: Agents

• Slides (PDF, 3.8MB)

Chapter 6: Open Source Models

• Slides (PDF, 4.5MB)

Chapter 7: Future with AI

• Slides (PDF, 3.2MB)

All Materials

• Complete Course Slides (ZIP, 85MB)
• Code Repository Access (GitHub)

Supplementary Material

Books

• "Designing Machine Learning Systems" by Chip Huyen
• "Deep Learning" by Goodfellow, Bengio, and Courville
• "Artificial Intelligence: A Modern Approach" by Russell and Norvig

Articles and Papers

To be added

API Keys

For some exercises, you'll need to obtain API keys:

• OpenAI API key (OpenAI Platform)
• Hugging Face API token (Hugging Face)

Help Resources

If you encounter technical issues:

Email me at hargun3045@gmail.com