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

Here's what they found out.

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.

Was due to mechanical failure?

Mechanical failure. correct.

The machine works by itself.

This is an autonomous machine.

This is a device that lets you see your music.

My equipment.

A machine.

Well, let's see.

lot of pattern matching.

It was such a revolutionary machine.

(Applause)

Machines making machines.

Welcome to the machine learning unit.

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

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

I think this machine is in need of repair.

You cannot ask people to work under these conditions.

He said, The god of love lives in a state of need.

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.

No epsilons, no ambiguity.

Machine print

CAN'T YOU SLEEP?

1) Automation

I'm a machine.

Mechanical systems.

Can you line a credit to a small business loan or then physical resources. You need a manufacturing line.

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

Man You know how expensive those are.

Can we find a solution to produce more?

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

You have physics bouncing around the world.

Now, we want to figure out what this 4 times 23 is.

Let's pretend right here we have a machine.

Hopefully that doesn't confuse you too much.

Random processes are said to be nondeterministic, since they're impossible to determine in advance.

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

(Laughter)

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.