Differential Calculus through Data and Modeling Specialization

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 WILL LEARN

  • Model data with both single and multivariable functions
  • Find maximum and minimum values of both single and multivariable functions, with and without constraints, to find optimal solutions to problems.
  • Understand properties of different types of functions to apply them accordingly to model different situations.
  • Perform operations of differential calculus, such as finding velocity, acceleration, rates of change, and slopes of tangent lines.
Filter Courses within "Differential Calculus through Data and Modeling Specialization" (Click to filter)
Calculus through Data & Modeling: Applying Differentiation (Coursera) Coursera
Johns Hopkins University

Calculus through Data & Modeling: Applying Differentiation (Coursera)

Explore the fundamental concept of calculus - differentiation - and its practical applications in this comprehensive online course. Master linear approximation techniques, optimize functions to find maximum and minimum values, and apply these skills to real-world problems like minimizing costs or maximizing profits. Ideal for data analysts, engineers, and anyone passionate about understanding complex systems.

Jun 15th 2026
5-12 Weeks
Calculus through Data & Modeling: Limits & Derivatives (Coursera) Coursera
Johns Hopkins University

Calculus through Data & Modeling: Limits & Derivatives (Coursera)

Discover the basics of single-variable calculus with 'Calculus through Data & Modeling: Limits & Derivatives' on Coursera. This course introduces you to fundamental concepts like limits and derivatives, essential for understanding how functions change over time. Learn practical applications in modeling and analyzing real-world data, gaining insights into velocity, acceleration, and more.

Jun 15th 2026
5-12 Weeks
Calculus through Data & Modeling: Precalculus Review (Coursera) Coursera
Johns Hopkins University

Calculus through Data & Modeling: Precalculus Review (Coursera)

Embark on an investigative journey into the mathematical topics essential for advanced calculus studies with 'Calculus through Data & Modeling: Precalculus Review'. This course emphasizes understanding functions, including polynomial, rational, exponential, logarithmic, and trigonometric types. By applying these functions to model real-world data, you'll develop a robust analytical skill set crucial for further coursework in single and multivariable calculus.

Jun 15th 2026
4 Weeks
Calculus through Data & Modeling: Differentiation Rules (Coursera) Coursera
Johns Hopkins University

Calculus through Data & Modeling: Differentiation Rules (Coursera)

Explore the world of calculus further by delving into the art of differentiation. This comprehensive course, 'Calculus through Data & Modeling: Differentiation Rules', offered on Coursera, will equip you with essential skills in calculating derivatives using established rules, enabling you to analyze rates of change and model real-world scenarios effectively.

Jun 15th 2026
5-12 Weeks
Page 1