Only instead of, you know, good and bad cancer tumors or benign or malignant tumors we instead have diabetes or not and so we will use that as a supervised, we will solve that as a Supervised Learning problem just like we did for the breast tumor data.

Here's an example of a training set for a classification task for classifying a tumor as malignant or benign and notice that malignancy takes on only two values zero or no or one or one or yes.

It's a small Android powered computer that's designed to live in your home.

Let me use a slightly different set of symbols to plot this data.

Get a good night's sleep. It's very important.

You must associate with people of good character.

I didn't get along with her.

With all this information,

But they do the job.

Luckily, I'm a hunter. Nothing can ever change that.

NURSE Marry, bachelor,

Now, she said, you stay where you're told to stay or you'll find yourself locked up.

Consumer applications for genomics will flourish.

So 0 may denote the benign tumor and 1 positive class may denote a malignant tumor.

And set the value one to denote an account that has been hacked into. So just

This is a huge challenge for us to do that.

Here's a classic example

So to you all, the women of TEDWomen, the men of TEDWomen, the global audiences of TEDWomen, thank you for letting me present my idea about the conscience of television.

You know, with this, hopefully you can decide that your friend's tumor is more likely to if it's over there, that hopefully your learning algorithm will say that your friend's tumor falls on this benign side and is therefore more

As a practical example,

And you know, I just find that I have to give those pieces of music real time.

And even after cotton was no longer king, the Pruitt women were gentle and well bred.

Eh! there does seem a lot of us then.

This is the hag, when maids lie on their backs, That presses them, and learns them first to bear,

As a concrete example maybe there are three types of breast cancers and so you may try to predict the discrete value of zero, one, two, or three with zero being benign.

So, if angiogenesis is a tipping point between a harmless cancer and a harmful one, then one major part of the angiogenesis revolution is a new approach to treating cancer by cutting off the blood supply.

You did it very nicely, Doctor, he remarked.

First of all, good news is,

The young man saved the girl from a bunch of hoodlums.

Well, Dad, I need help. Can you support me to go to America?

So if tumor size is going to be the attribute that I'm going to use to predict malignancy or benignness, I can also draw my data like this.

And that's a good epitaph for any man.

What you can do, however, is foster public health measures and the like that will encourage the evolution of avirulence.

Seldom goes out at other times, except when she sings.

Not in the least.

Well, there are customers and there are competitors.

So instead of drawing crosses,

That's another classification problem, and earlier we also talked about the example of classifying tumors as a cancerous malignant or as benign tumors.

So we know that some of that gas came through chemical evolution in stars in galaxies.

So, the visual memory, the correlations 0.625, 0.63.

Well the demand has to increase faster than the supply, right?

light, visible parts of galaxies, are clustered in a different way from the underlying mass distribution.

The smart young woman passed the exam as a matter of course.

We all have good and bad halves.

I just met with some of them, and told them that as Commander in Chief, I could not be prouder.