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.
WHAT YOU WILL LEARN

  • Model and analyze data using techniques of integration for both single and multivariable functions.
  • Numerical methods for integration
Filter Courses within "Integral Calculus through Data and Modeling Specialization" (Click to filter)
Calculus through Data & Modelling: Techniques of Integration (Coursera) Coursera
Johns Hopkins University

Calculus through Data & Modelling: Techniques of Integration (Coursera)

Expand your calculus knowledge by mastering the art of integration beyond single-variable functions. This course dives into integrating multivariable functions over complex regions, introduces vector functions, and teaches you how to approximate integrals with discrete data. Ideal for students, professionals, and anyone interested in applying advanced calculus techniques to real-world modeling.

Jun 22nd 2026
4 Weeks
Calculus through Data & Modelling: Vector Calculus (Coursera) Coursera
Johns Hopkins University

Calculus through Data & Modelling: Vector Calculus (Coursera)

Dive deeper into calculus with the 'Calculus through Data & Modelling: Vector Calculus' course on Coursera. This advanced course focuses on integrating concepts to analyze vector fields, calculating work done by forces, and understanding complex relationships using line integrals and Green's Theorem. Perfect for those looking to apply calculus in data science, engineering, and physics.

Jun 22nd 2026
3 Weeks
Calculus through Data & Modelling: Series and Integration (Coursera) Coursera
Johns Hopkins University

Calculus through Data & Modelling: Series and Integration (Coursera)

Dive into the advanced world of calculus with 'Calculus through Data & Modelling: Series and Integration'. This course continues from where you left off, delving into series, sequences, and integration – essential tools for measuring accumulation in various contexts. Whether you're interested in finance, population studies, or any field requiring a deep understanding of integral calculus, this course will equip you with the knowledge to apply these concepts effectively.

Jun 22nd 2026
5-12 Weeks
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