This course is part of the Integral Calculus through Data and Modeling Specialization

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Joseph W. Cutrone, PhD

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Integral Calculus through Data and Modeling SpecializationJohns Hopkins University

About this Course

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This course continues your study of calculus by focusing on the applications of integration to vector valued functions, or vector fields. These are functions that assign vectors to points in space, allowing us to develop advanced theories to then apply to real-world problems.  We define line integrals, which can be used to fund the work done by a vector field.  We culminate this course with Green's Theorem, which describes the relationship between certain kinds of line integrals on closed paths and double integrals. In the discrete case, this theorem is called the Shoelace Theorem and allows us to measure the areas of polygons. We use this version of the theorem to develop more tools of data analysis through a peer reviewed project.
Upon successful completion of this course, you have all the tools needed to master any advanced mathematics, computer science, or data science that builds off of the foundations of single or multivariable calculus.

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Course 4 of 4 in the

Integral Calculus through Data and Modeling Specialization

Intermediate Level

Working knowledge of differentiable calculus and some integral calculus of a single variable function.

Approx. 4 hours to complete

English

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Flexible deadlines

Reset deadlines in accordance to your schedule.

Shareable Certificate

Earn a Certificate upon completion

100% online

Start instantly and learn at your own schedule.

Coursera Labs

Includes hands on learning projects.

Learn more about Coursera Labs

Course 4 of 4 in the

Integral Calculus through Data and Modeling Specialization

Intermediate Level

Working knowledge of differentiable calculus and some integral calculus of a single variable function.

Approx. 4 hours to complete

English

Could your company benefit from training employees on in-demand skills?

Try Coursera for Business

Instructor

Instructor rating

5/5 (5 Ratings)

Joseph W. Cutrone, PhD
Top Instructor

Associate Teaching Professor and Director of Online Programs

Mathematics

53,849 Learners

16 Courses

Offered by

Johns Hopkins University

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Syllabus - What you will learn from this course

Week1

Week 1

1 hour to complete

Module 1: Vector Fields and Line Integrals

In this module, we define the notion of a Vector Field, which is a function that applies a vector to a given point. We then develop the notion of integration of these new functions along general curves in the plane and in space. Line integrals were developed in the early19th century initially to solve problems involving fluid flow, forces, electricity, and magnetism. Today they remain at the core of advanced mathematical theory and vector calculus.

1 hour to complete

2 videos (Total 40 min), 2 readings, 1 quiz

Week2

Week 2

1 hour to complete

Module 2: The Fundamental Theorem for Line Integrals

In this module, we introduce the notion of a Conservative Vector Field. In vector calculus, a conservative vector field is a vector field that is the gradient of some function f, called the potential function. Conservative vector fields have the property that the line integral is path independent, which means the choice of any path between two points does not change the value of the line integral.

Conversely, path independence of the line integral is equivalent to the vector field being conservative. We then state and formalize an important theorem about line integrals of conservative vector fields, called the Fundamental Theorem for Line Integrals. This will allow us to show that for a conservative system, the work done in moving along a path in configuration space depends only on the endpoints of the path.

1 hour to complete

1 video (Total 20 min), 2 readings, 1 quiz

Week3

Week 3

2 hours to complete

Module 3: Green's Theorem

2 hours to complete

1 video (Total 23 min), 1 reading, 2 quizzes

Reviews

4.8

6 reviews

5 stars
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4 stars
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3 stars
3.84%

TOP REVIEWS FROM CALCULUS THROUGH DATA & MODELLING: VECTOR CALCULUS

by THApr 1, 2022

This is an excellent course to learn advanced calculus. Very well taught!

by ALMar 7, 2023

good conceptual coverage of underlying topics

the instructor also was clear in the delivery of the content and the course progressed smoothly

the assignments were challenging but understandable

View all reviews

About the Integral Calculus through Data and Modeling Specialization

This specialization builds on topics introduced in single and multivariable differentiable calculus to develop the theory and applications of integral calculus. , The focus on the specialization is to using calculus to address questions in the natural and social sciences. Students will learn to use the techniques presented in this class to process, analyze, and interpret data, and to communicate meaningful results, using scientific computing and mathematical modeling. Topics include functions as models of data, differential and integral calculus of functions of one and several variables, differential equations, and optimization and estimation techniques.

Frequently Asked Questions

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Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
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The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

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Calculus through Data & Modelling: Vector Calculus

About this Course