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Calculus through Data & Modeling: Vector Calculus
Coursera
Course
Unknown

Calculus through Data & Modeling: Vector Calculus

Johns Hopkins University

This course studies integration applications to vector-valued functions and vector fields, including line integrals and Green's Theorem with practical data analysis projects.

Unknown3 weeksEnglish4,303 enrolled

About this Course

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

What You'll Learn

  • Understand vector-valued functions and vector fields
  • Apply line integrals to vector fields
  • Use Green's Theorem in calculations
  • Utilize the Shoelace Theorem for area computations
  • Develop advanced data analysis tools with projects
  • Acquire vector calculus skills for advanced studies

Prerequisites

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

Instructors

J

Joseph W. Cutrone, PhD

Associate Teaching Professor and Director of Online Programs

Topics

Math and Logic
Data Analysis
Data Science
Physics
Integral Calculus
Mathematical Theory & Analysis
Vector Databases
Geometry
Spatial Data Analysis
Data Integration

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

الرياضيات والمنطق
تحليل البيانات
علوم البيانات
الفيزياء
حساب التكامل
النظرية والتحليل الرياضي
قواعد بيانات المتجهات
الهندسة
Spatial Data Analysis
Data Integration

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