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Calculus through Data & Modeling: Series and Integration
Coursera
Course
Unknown

Calculus through Data & Modeling: Series and Integration

Johns Hopkins University

This course introduces series, sequences, and integration as foundational tools for integral calculus and applies them in data modeling and analysis.

Unknown5 weeksEnglish8,489 enrolled

About this Course

This course continues your study of calculus by introducing the notions of series, sequences, and integration. These foundational tools allow us to develop the theory and applications of the second major tool of calculus: the integral. Rather than measure rates of change, the integral provides a means for measuring 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. Through projects, we will apply the tools of this course to analyze and model real world data, and from that analysis give critiques of policy. Following the pattern as with derivatives, several important methods for calculating accumulation are developed. Our course begins with the study of the deep and significant result of the Fundamental Theorem of Calculus, which develops the relationship between the operations of differentiation and integration. If you are interested in learning more advanced mathematics, this course is the right course for you

What You'll Learn

  • Understand series and sequence theory
  • Use integration as a foundational calculus tool
  • Apply integration in diverse disciplines
  • Analyze and model real-world data through projects
  • Critique policies based on data analysis
  • Develop advanced integral calculus techniques

Prerequisites

  • Basic familiarity with the topic and its common terminology
  • Readiness to practice through applied exercises or case-based work

Instructors

J

Joseph W. Cutrone, PhD

Associate Teaching Professor and Director of Online Programs

Topics

Math and Logic
Data Analysis
Data Science
Numerical Analysis
Calculus
Advanced Mathematics
Mathematical Theory & Analysis
Applied Mathematics
Integral Calculus
Derivatives

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

الرياضيات والمنطق
تحليل البيانات
علوم البيانات
التحليل العددي
حساب التفاضل والتكامل
الرياضيات المتقدمة
النظرية والتحليل الرياضي
الرياضيات التطبيقية
Integral Calculus
Derivatives

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