Agentic AI - L2: (Big Picture) Deep Learning,Transfer Learning,Foundation Models

In this lecture, we begin by briefly revisiting what we covered in Lecture 1. From there, we briefly dive into the remarkable journey of technological evolution that has brought us to the AI agents we see today. We’ll explore how deep learning opened the door to transfer learning and fine-tuning, and how it allows us to discover powerful representations of data—representation learning in action. We’ll also clarify what we mean by foundation models and frontier models.

This isn’t just a list of concepts—it’s the story of how ideas build on each other. By understanding these fundamentals, you’ll see the connections between past breakthroughs and today’s cutting-edge developments. And with that perspective, you’ll be ready to look ahead, equipped with the knowledge of how we got here and the excitement of what lies ahead.

Link: https://youtu.be/D2AR0tg9nkc

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