Expectation maximization is a probabilistic generalization of k means.

I said in previous videos that you can derive the quadratic formula by completing the square.

Sailors, let's move it out there. We need to get this aircraft airborne in five minutes.

It's in operation between Earth and Mars.

You flip the coin 12 times in the care about how likely it is to get heads 9 times out of the 12.

And we could generate an equation that could predict the likelihood of an attack.

Anna and her entourage will be escorted into the building...

This sort of maneuver with all these arrows is sometimes called a derivation because I was able to derive

These variables are conditionally independent.

So whichever of the 3 inputs is the greatest number, is the output that your procedure should produce, and it should return that.

You lead the way and I will follow you.

So what I'm going to ask you to do is to take the code that I wrote and see if you can call it in a way that will answer this question.

I'm just going to break because I'm done.

I can work out the forces required in one of my muscles as a function of time.

A question is being asked

You cannot guide any one you like God guides whosoever He please. He knows best who will come to guidance.

Indeed it is not such that you can guide whomever you love, but Allah guides whomever He wills and He well knows the people upon guidance.

Thou guidest not whom thou likest, but God guides whom He wills, and knows very well those that are guided.

Verily thou shalt not guide whomsoever thou lovest, but Allah shall guide whomsoever He will. And He knoweth best who are the guided.

Verily! You (O Muhammad SAW) guide not whom you like, but Allah guides whom He wills. And He knows best those who are the guided.

You cannot guide whom you love, but God guides whom He wills, and He knows best those who are guided.

(O Prophet), you cannot grant guidance to whom you please. It is Allah Who guides those whom He will. He knows best who are amenable to guidance.

Lo! thou (O Muhammad) guidest not whom thou lovest, but Allah guideth whom He will. And He is Best Aware of those who walk aright.

You cannot guide whomever you wish, but it is Allah who guides whomever He wishes, and He knows best those who are guided.

You cannot guide whom you please it is Allah who guides whom He will. He knows well those who are guided.

Indeed, O Muhammad , you do not guide whom you like, but Allah guides whom He wills. And He is most knowing of the rightly guided.

(Muhammad), you cannot guide whomever you love, but God guides whomever He wants and knows best those who seek guidance.

Surely you cannot guide whom you love, but Allah guides whom He pleases, and He knows best the followers of the right way.

You cannot guide whoever you please it is God who guides whom He will. He best knows those who would accept guidance.

It is true thou wilt not be able to guide every one, whom thou lovest but Allah guides those whom He will and He knows best those who receive guidance.

So we are seeking a balance easy to learn gameplay, but not that easy to reach a pro level in the game.

The one I got is really better than I thought! That other one I didn't get sucks!

And in fact, that's what we get.

If, for instance, I have set up the traceit function, which gets called for every line as always.

Now we have 3 rules for noun. I'm going to pick the second rule and replace noun with Python.

So if we call square root of 2, for instance

And guess what, tons of stuff is missing.

During that movie I got to meet a ton of hip hop dancers amazing, the best in the world and they brought me into a society, the sort of underground street culture that blew my mind.

And I did it in the last video because I hadn't used it for awhile, so I had to rederive it.

We will extend the same system into other areas,

I'm expanding the derivations, and so I should keep going until I've gone through all the finite number of derivations.

Well, let's get started.

Several of the escape pods have been jettisoned.

Don't forget the 1 there to make sure we go up to n.

Here I've written out a grammar.