His heart bounded with expectation.

My heart bounds with expectation.

In expectation it's 50 friends.

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.

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

We hold out no expectation of success.

The newcomer fell short of our expectation.

I worked hard in expectation of promotion.

The result fell short of his expectation.

The expectation is that they read quickly.

Do not bestow favours in expectation of return,

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.

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

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'

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

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

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

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.

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

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.

The model of expectation maximization is that each data point is generated from what's called a mixture.

You learned about K means, you learned about expectation maximization, about dimensionality reduction and even spectral clustering.

Then, when that reasonable expectation was not met by the tripping sidekick, irony would have been exemplified.

How you can start a day with one kind of expectation and end up so completely different.

For the chance nodes, it's the expectation, or the average, and for the max node, it's the maximum.