IIT Roorkee Masterclass: Learn by Inventing - Build AI from First Principles

Artificial Intelligence has become one of the most transformative technologies of our time.

Yet behind every breakthrough AI system lies a deeper question: How do you build intelligence?

Not how do you use AI. Not how do you prompt AI.

But how do you think about creating systems that can learn, reason, adapt, and make decisions?

In this exclusive live masterclass, an IIT Roorkee faculty member will guide you through the fundamental ideas that underpin modern AI. Instead of beginning with algorithms, tools, or frameworks, we will begin with first principles, the foundational concepts from which intelligent systems emerge.

This session is designed for curious minds who want to move beyond surface-level understanding and explore AI at a deeper level.

What You'll Explore

• What does it mean for a machine to learn?
• How can intelligence emerge from data and experience?
• What are the fundamental building blocks of modern AI systems?
• How do engineers and researchers approach the challenge of creating intelligent machines?
• What principles connect Machine Learning, Generative AI, and Agentic AI systems?

Through guided reasoning, interactive discussions, and real-world examples, you'll discover how complex AI systems can be understood through a set of powerful underlying ideas.

Why Attend?

Today's AI landscape is filled with tools, models, and applications. But technologies evolve. Fundamental principles endure. The learners who thrive in the age of AI will not be those who know the latest tools. They will be those who understand the concepts that drive innovation.

This masterclass is an opportunity to develop that understanding.

Who Should Attend?

• Students interested in Artificial Intelligence and Machine Learning.
• Software engineers and technology professionals.
• Data Science and AI aspirants.
• Working professionals looking to understand AI beyond applications.
• Curious learners who enjoy exploring how things work.

No advanced mathematics or prior AI knowledge is required. What you need is curiosity and a willingness to think deeply.

A Unique Opportunity

IITs have long been known for teaching students how to think, not just what to think. This masterclass reflects that philosophy.

Join us for an intellectually stimulating session that goes beyond tools and trends to explore the foundations of intelligence itself.

Because before you can build intelligent systems, you must first understand the principles that make intelligence possible.