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Differential Calculus through Data and Modeling
Coursera
Specialization
Unknown

Differential Calculus through Data and Modeling

Johns Hopkins University

Introduction to single and multivariable differential calculus focusing on data modeling and analysis to interpret scientific and social phenomena.

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About this Course

This specialization provides an introduction to topics in single and multivariable calculus, and focuses on using calculus to address questions in the natural and social sciences. Students will learn to use the tools of calculus 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

What You'll Learn

  • Model data with single and multivariable functions
  • Find maxima and minima of functions to solve optimization problems
  • Understand properties of different functions and apply appropriately
  • Perform differential calculus operations like velocity and slope calculations

Prerequisites

  • Basic familiarity with mathematical concepts and terminology
  • Willingness to engage in applied exercises and problem-solving

Instructors

J

Joseph W. Cutrone, PhD

Associate Teaching Professor and Director of Online Programs

Topics

Math and Logic
Data Analysis
Data Science
Algebra
Analysis
Applied Mathematics
Calculus
Data Modeling
Derivatives
Engineering Calculations

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

الرياضيات والمنطق
تحليل البيانات
علوم البيانات
الجبر
التحليل
الرياضيات التطبيقية
التفاضل والتكامل
نمذجة البيانات
Derivatives
Engineering Calculations

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