In expectation it's 50 friends.

Your friend in expectation wold have 68 friends where you would only have 50 in expectation.

I worked hard in expectation of promotion.

Do not bestow favours in expectation of return,

His heart bounded with expectation.

My heart bounds with expectation.

We were filled with joyful expectation.

We waited with a faint expectation.

Her answer corresponds to my expectation.

He fell short of our expectation.

It fell short of my expectation.

No intention. Not waiting. No expectation.

In expectation, how many friends does this friend of yours have?

do not bestow a favour in the expectation of receiving more in return

We hold out no expectation of success.

The newcomer fell short of our expectation.

The result fell short of his expectation.

The expectation is that they read quickly.

No robot should have an expectation of privacy in a public place.

Expectation caused her to be flushed with excitement.

It will prove to be up to expectation.

Sorry to say, that expectation was ill founded.

He failed to get elected contrary to our expectation.

Expectation maximization iterates 2 steps just like K means.

Expectation maximization is a probabilistic generalization of k means.

One is called k means, one is called expectation maximization.

We talked about K means, and we talked about expectation maximization.

If they help, that's good! But that is not my expectation.

So this is the 50 percent line, that's the random expectation.

Look at what people do adjust the world to match their expectation.

The first song was the title song of our first full , 'Expectation'

Our expectation this time is, with this input, this assertion should fail.

The nice mathematical thing about discount factor is it keeps this expectation bounded.

And with gated communities, we have a formalized expectation, with a homeowners' association.

We're seeing, along with that proliferation of mobile devices, an expectation of availability.

It was the expectation of the citizens that she would not be censored.

The general expectation is that clustering has to get stronger in time or conversely, it'll be weaker at higher redshifts.

Because the expectation is that when we take images, we really want the people's faces to be in sharp focus.

Therefore, the max as opposed to the expectation on the left side over here.

So to summarize the evolution of clustering and bias, the generic expectation is that clustering grows in time, and it does.

I lived my life as per expectation of my mother without thinking about it myself.

It ties together all this into the power of expectation and the power of belief.

It is now really easy to explain expectation maximization as a generalization of K means.

It's the expectation that one day the unruly strands of our lives will bind together and point us in the right direction.

And let's say in expectation, when you go forward 100 m and come back 100 m, you are to be where you started.