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High Level View

Core Ideas of Calculus
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  • One way to think about calculus is by thinking, about the area of a circle.
  • Area of a circle, \( Area = \pi R^2 \)
  • In this model, we can learn about 3 ideas in calculus: Integrals, Derivatives, and the fact that they are opposites.

Area of a Circle
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  • Think of dividing the circle into many concetric rings:
    concetric rings of a circle ring from the circle
  • Area of the circle, will be the sum of the areas of all the rings.
  • If we flat out the ring: flattened ring
  • We can approximate this shape as Rectangle-ish.

    NOTE: This is not exactly a rectangle, but we can think of it as one for approximation.

  • Area of this rectangle is approximately: \( Area \approx 2 \pi r \ dr \) where \( dr \) is the thickness of the ring.
  • The smaller the value of \( dr \), the better the approximation.
  • A way to think about it is to put all these flattened rectangles side by side along the axis of the radius: flattened rings side by side along axis
  • Now, as the \(dr\) becomes smaller and smaller, the area becomes more accurate and since its a triangle we can calculate it using: $$ Area = \frac{1}{2} \cdot base \cdot height = \frac{1}{2} (R)(2 \pi R) = \pi R^2 $$ Example: If \( R = 3 \) then, area calculation example which is the formula for the area of a circle.
  • The way we transition from something approximate to something precise, cuts deep to what calculus is all about.

Integrals
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  • A lot of hard problems in math and science can be broken down and approximated as a sum of many small quantities.
  • Example: Finding out how far a car has travelled based on its velocity at each point in time: car velocity over time area under the curve, distance travelled

Other curves
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  • We were lucky in case of a circle because after putting all the rectangles side by side we got a triangle which is easy to calculate area for.
  • But, what if we had a different curve? Like a parabola? parabola curve
  • Whats the area under this curve from \( x=0 \) to \( x=3 \)?
  • If we fix the left endpoint in place at \( x=0 \) and let the right endpoint vary: area under parabola with varying right endpoint
  • A function like this which gives us the area under the curve from a fixed point to a varying point is called an Integral of \( x^2 \).
  • Calculus has tools to figure out what an integral like this is.

Derivatives
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  • If I slightly increase \( x \) by a small amount \( dx \), how much change in area, \( dA \) will I get? small increase in x and change in area

  • This gives us a way to think about how \( A(x) \) is related to \( x^2 \): \( dA \approx x^2 dx \)

  • Also, we can say: $$ \frac{dA}{dx} = x^2 $$ So, the ratio of a tiny change in A to a tiny change in x is whatever \( x^2 \) is at that point. And it gets better as \( dx \) becomes smaller.

  • Example 1: If \( x = 3 \) then, for a tiny change \( dx = 0.001 \): $$ \frac{A(3.001) - A(3)}{0.001} \approx 3^2 $$

  • Example 2: If \( x = 2 \) then, for a tiny change \( dx = 0.001 \): $$ \frac{A(2.001) - A(2)}{0.001} \approx 2^2 $$

  • So, it works for any value of \( x \).

  • And there is nothing special about \( x^2 \). This works for any curve.

  • The ratio of a tiny change in the area under the curve to a tiny change in x, when \( dx \) approaches 0, is called the Derivative of the area function.

    $$ \frac{dA}{dx} \approx f(x) \\ \\ dx \to 0 $$

  • Derivative is a measure of how sensitive a function is to small changes in its input.

  • There are many ways to visualize derivatives, as we’ll see later.

  • After gaining enough practice computing derivatives, we will be able to look at a situation like this, where we don’t know what the function is, but we do know that its derivative will be \( x^2 \) and from that reverse engineer what the function must be: derivative visualization

Fundamental Theorem of Calculus
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  • The back and forth between integrals and derivatives, where the derivative of a function for the area under a curve gives us back the function defining the curve is called the Fundamental Theorem of Calculus. fundamental theorem of calculus
  • It shows in some sense that integrals and derivatives are opposites of each other.

References
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