Here's what they found out.

So we need machines and they need us. Is that your point, councillor?

So I made one.

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

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

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

This is an autonomous machine.

lot of pattern matching.

Because you're creating artificial demand.

It was such a revolutionary machine.

(Applause)

Was due to mechanical failure?

Mechanical failure. correct.

If we talk about an actual quantity, we should say the quantity demanded.

When we hold everything else equal, we're moving along a given demand curve.

Welcome to the machine learning unit.

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

You cannot ask people to work under these conditions.

The machine works by itself.

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.

This is a device that lets you see your music.

(Laughter)

A pair of leather gloves is a must when you work with these machines.

My equipment.

A machine.

Well, let's see.

What's that do?

Man You know how expensive those are.

That is tedious, because you have to run these tests manually again and again and again.

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.

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

Or another way to think of it is, is this entire demand curve.

It won't, and it never did.

Machines making machines.

About each attribute and then aggregate those.

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

Over that period you are going to double your demand.

You got a lot of stuff here.

I saw a man not a machine.

Machinery robs work of creative interest.

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.