Also, we see how we measure the aerodynamic efficiency.

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.

And that you just don't view this as some kind of mechanical way to get problems right on a test that only tests algebraic long division.

Briefly in lecture, Wes outlined the proof that all regular languages are context free.

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

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

To make sense out of the data, to extract information from the data, machine learning is the discipline to go.

We use something broadly called model based design.

This is an autonomous machine.

So twenty five goes into sixty two two times.

lot of pattern matching.

The salesman demonstrated how to use the machine.

It was such a revolutionary machine.

(Applause)

Now in this presentation, I'm going to just show you the systematic or you could say the mechanical way of doing this.

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.

I want to kind of go back to the intuition.

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.

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.

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

We started off by introducing the concept of a language as a set of strings.

It won't, and it never did.

I can't remember how to use this machine.

Machines making machines.

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

I will now define some of the very basic terminology that is being used to distinguish different machine learning methods.

You got a lot of stuff here.

I saw a man not a machine.

Machinery robs work of creative interest.