Learn by Inventing: Agentic AI & Gen AI

Most people learn AI and Machine Learning by memorizing formulas, following tutorials, and implementing algorithms that someone else has already built.

But what if there was a different way? What if, instead of being given answers, you discovered them yourself?

Welcome to Learn by Inventing: Agentic AI and Gen AI - a completely free class designed around a simple idea:

Real understanding comes from building knowledge, not consuming it.

In this masterclass, you'll experience a learning approach that is very different from what most courses offer. Rather than presenting finished algorithms and asking you to memorize them, we'll start with questions, observations, and problems. Together, we'll work from first principles to understand how ideas emerge, why algorithms work, and how engineers think when they create something new.

The objective is not to turn you into someone who can merely use AI tools. The objective is to help you develop the ability to reason, design, and invent.

What Makes This Different?

Most AI and Machine Learning courses focus on teaching existing algorithms.

This course focuses on helping you understand how such algorithms could be invented in the first place.

You will:

• Learn AI and Machine Learning from first principles.
• Develop intuition before formulas.
• Understand the reasoning behind algorithms.
• Build concepts through exploration and discussion.
• Learn by doing rather than memorizing.
• Discover how engineers approach complex problems.

The emphasis is not on completing a syllabus. The emphasis is on developing the mindset that allows you to solve problems independently.

What to Expect in the Masterclass

This session serves as the foundation of the course and is open to everyone. During the session, you will experience:

• The "Learn by Inventing" methodology in action.
• How complex ideas can be understood through simple observations.
• The process of deriving concepts instead of memorizing them.
• A new way of thinking about AI, Machine Learning, and problem-solving.
• Interactive discussions and live reasoning exercises.

No prior AI or Machine Learning background is required.

What you need is curiosity.

A Message from the Instructor:

Over the past 12 years, I have worked with hundreds of thousands of learners. One thing I've learned is that genuine understanding creates a kind of confidence that cannot be obtained through memorisation alone.

This course is not about rushing through content or completing modules. It is about helping people experience those moments when something truly clicks.

When that happens, learning becomes enjoyable. It becomes empowering.

The people who join this course are not simply participants. They become part of a community of builders, thinkers, and problem-solvers. Many continue to stay connected long after the course ends, sharing ideas, projects, and progress.

And there is one promise I make to every learner:

If you do not understand something, that is not your failure. It is my responsibility.

I will explain it differently. I will simplify it further. I will approach it from another angle. Your understanding matters.

Who Should Attend?

• Students curious about AI and Machine Learning.
• Working professionals looking to understand AI deeply.
• Engineers who want stronger fundamentals.
• Career switchers entering AI and Data Science.
• Anyone who enjoys learning through exploration and reasoning.

Before You Join

Leave your title, experience, and assumptions at the door. Come with curiosity. Ask questions. Participate actively. Experiment. Think. Challenge ideas.

Because the most meaningful learning happens when you stop trying to memorize answers and start learning how to discover them.

Reserve Your Seat

Join us for this free live masterclass and experience a fundamentally different way of learning AI and Machine Learning.

Not by memorizing. Not by copying. But by inventing.