Calculus through Data & Modelling: Integration Applications

Calculus through Data & Modelling: Integration Applications course by Johns Hopkins University

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Created by Johns Hopkins University Staff Last updated Wed, 16-Mar-2022 English


Calculus through Data & Modelling: Integration Applications free videos and free material uploaded by Johns Hopkins University Staff .

Syllabus / What will i learn?

Module 1: Average Value of a Function

In this module, we generalize the notion of the average value of a (finite) set of points Did you ever wonder how we compute the average temperature during the day if infinitely many temperature readings are possible? Or how the average rainfall is calculated? The notions in this module will allow us to expand the idea of an average value to compute averages with (infinite) values over a continuous interval

Module 2: Arc Length and Curvature

What do we mean by the arc length of a curve? We might think of fitting a piece of string to the curve and then measuring the string against a ruler But this is difficult to do when working with a complicated curve In this module we develop the precise notion of the length and curvature of an arc of a curve in both the xy plane and in space

Module 3: Velocity and Acceleration

In this module, we show how the ideas of tangent and normal vectors can be used in physics to study the motion of an object, including its velocity and acceleration, but now we focus on curves in three dimensional space The techniques developed here then allow us to study the rates of change for more advanced functions

Module 4: Areas Between Curves

Finding the area between two curves is not just an interesting application of definite integrals from a geometric view, but when working with the appropriate functions, has applications in economics, business, and even medicine



Curriculum for this course
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Description

This course continues your study of calculus by focusing on the applications of integration The applications in this section have many common features First, each is an example of a quantity that is computed by evaluating a definite integral Second, the formula for that application is derived from Riemann sums


Rather than measure rates of change as we did with differential calculus, the definite integral allows us to measure the accumulation of a quantity over some interval of input values This notion of accumulation can be applied to different quantities, including money, populations, weight, area, volume, and air pollutants The concepts in this course apply to many other disciplines outside of traditional mathematics We will expand the notion of the average value of a data set to allow for infinite values, develop the formula for arclength and curvature, and derive formulas for velocity, acceleration, and areas between curves Through examples and projects, we will apply the tools of this course to analyze and model real world data

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