We had so many motors, you know, aligning the joints, and those kinds of things.

So, is it a machine or a living thing?

Hopefully that doesn't confuse you too much.

So I made one.

And even before that people had looked at building mechanical systems.

This is a toaster, and a toaster is very different from a computer.

Simulator for chemical mixtures

This is an autonomous machine.

lot of pattern matching.

It was such a revolutionary machine.

(Applause)

Was due to mechanical failure?

Mechanical failure. correct.

Welcome to the machine learning unit.

I want you to just pause and think of that for a moment.

Rather, they'd be a real complex mixture of all kinds of stuff, because uncontrolled chemical reactions produce a diverse mixture of organic compounds.

Hybrid means it's something that's half living and half machine.

The machine works by itself.

I think there's four key factors.

There's a malfunction in the intermix chamber.

Most of my spam I never see, but who knows what's going to happen with the future?

So that we can get a sense of what we can expect them to do.

You have physics bouncing around the world.

Here's what they found out.

This is a device that lets you see your music.

My equipment.

A machine.

Well, let's see.

What's that do?

There's books written about it and courses taught about it.

Let's pretend right here we have a machine.

The term I use in the book, I call it the ego trick.

Homogeneous mix of multiple pure materials

You may check me for rain if you like, Counselor, but I assure you there is no water ...

Air is a mixture of gases.

It won't, and it never did.

Machines making machines.

YES, BUT NOT THESE BABOONS AROUND HERE. THEY'D THROW IT AWAY.

You got a lot of stuff here.

I saw a man not a machine.

Machinery robs work of creative interest.

What kind of machine?

Then, they align their machines to the same position and finally cycle through the identical operations to achieve identical sequences.

What is machine learning? In this video we will try to define what it is and also try to give you a sense of when you want to use machine learning.

This fall quarter, Stanford University will be offering online for free, the Machine Learning class that I teach.