we have the graph of y is equal to x squared,

or at least part of the graph of y is equal to x squared.

And the first thing I'd like to tackle is

think about the average rate of change

of y with respect to x

over the interval from x equaling 1 to x equaling 3.

So let me write that down.

We want to know the average rate of change

of y with respect to x

over the interval from x going from 1 to 3.

And that's a closed interval,

where x could be 1, and x could be equal to 3.

Well we could do this even without looking at the graph.

If I were to just make a table here,

where, if this is x, and this is y is equal to x squared,

when x is equal to 1, y is equal to 1 squared,

which is just 1.

You see that right over there.

And when x is equal to 3,

y is equal to 3 squared, which is equal to 9.

And so you can see when x is equal to 3,

y is equal to 9.

And to figure out the average rate of change

of y with respect to x,

you say, "Okay, well what's my change in x?"

Well, we could see very clearly

that our change in x over this interval

is equal to positive 2.

Well, what's our change in y over the same interval?

Our change in y is equal to ...

When x increased by 2 from 1 to 3,

y increases by 8, so it's going to be a positive 8.

So what is our average rate of change?

Well, it's going to be our change in y,

or our change in x,

which is equal to 8 over 2, which is equal to 4.

So that would be our average rate of change.

Over that interval, on average,

every time x increases by 1, y is increasing by 4.

And how did we calculate that?

We looked at our change in x,

let me draw that here ...

We looked at our change in x,

and we looked at our change in y,

which would be this right over here,

and we calculated change in y over change of x

for average rate of change.

Now this might be looking fairly familiar to you,

because you're used to thinking about

change in y over change in x

as the slope of a line connecting two points.

And that's indeed what we did calculate.

If you were to draw a secant line between these two points,

we essentially just calculated

the slope of that secant line.

And so the average rate of change between two points,

that is the same thing as the slope of the secant line.

And by looking at the secant line,

in comparison to the curve over that interval,

it hopefully gives you a visual intuition

for what even average rate of change means.

Because in the beginning part of the interval,

you see that the secant line

is actually increasing at a faster rate,

but then as we get closer to 3,

it looks like our yellow curve

is increasing at a faster rate than the secant line,

and then they eventually catch up.

And so that's why the slope of the secant line

is the average rate of change.

Is it the exact rate of change at every point?

Absolutely not.

The curve's rate of change is constantly changing.

It's at a slower rate of change

in the beginning part of this interval,

and then it's actually increasing at a higher rate

as we get closer and closer to three.

So over the interval,

the change in y over the change in x is exactly the same.

Now one question you might be wondering is

why are you learning this is in a calculus class?

Couldn't you have learned this in an algebra class?

The answer is yes.

But what's going to be interesting,

and is really one of the foundational ideas of calculus is

well what happens as these points

get closer and closer together?

We found the average rate of change between 1 and 3,

or the slope of the secant line from (1, 1) to (3, 9).

But what instead if you found the slope of the secant line

between (2, 4) and (3, 9)?

So what if you found this slope?

But what if you wanted to get even closer?

Let's say you wanted to find the slope of the secant line

between the point

(2.5, 6.25)

and (3, 9)?

And what if you just kept getting

closer and closer and closer?

Well then, the slopes of these secant lines

are going to get closer and closer

to the slope of the tangent line at x equals 3.

And if we can figure out the slope of the tangent line,

well then we're in business.

Because then we're not talking about average rate of change,

we're going to be talking about

instantaneous rate of change,

which is one of the central ideas,

that is the derivative,

and we're going to get there soon.

But it's really important to appreciate

that average rate of change between two points

is the same thing as the slope of the secant line.

And as those points get closer and closer together,

and as the secant line is connecting

two closer and closer points together,

that distance between the points,

between the x values of the points approach 0,

very interesting things are going to happen.