What are the best mathematics courses on Coursera?

Top courses include Introduction to Mathematical Thinking from Stanford University , Mathematics for Machine Learning and Data Science from DeepLearning.AI , and Introduction to Discrete Mathematics for Computer Science from UC San Diego . These programs cover topics from basic algebra to calculus , linear algebra , and applications in data science .

Can I learn mathematics for free on Coursera?

Yes. Many mathematics courses offer a free audit option, allowing learners to access video lessons and reading materials at no cost. To complete assignments or earn a certificate, you’ll need to upgrade or apply for financial aid.

What will I learn in a mathematics course on Coursera?

You’ll learn core topics like algebra , calculus , probability , and discrete mathematics. Some courses also cover applied topics like statistics , mathematical modeling, and math for engineering or computer science.

Do I need a strong math background to start learning?

Not at all. Many Coursera courses are beginner-friendly and start with foundational concepts, making them great for learners who want to build skills step by step. Advanced learners can find specialized courses on topics like differential equations, linear algebra, or mathematical proofs.

Can learning mathematics on Coursera help me in my career or studies?

Yes. Mathematics is essential in many fields, including engineering , economics , data science , and computer programming . Coursera courses can help you build skills that support academic success, strengthen job readiness, and open doors to careers in STEM and analytical roles.

Top Mathematics Courses - Learn Mathematics Online

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Find the Best Mathematics Course for Your Goals

Georgia Institute of Technology
Advanced Engineering Systems in Motion: Dynamics of Three Dimensional (3D) Motion
Skills you'll gain: Mechanics, Torque (Physics), Mechanical Engineering, Engineering Analysis, Differential Equations, Engineering, Linear Algebra, Applied Mathematics, Physics, Trigonometry, Advanced Mathematics, Calculus
4.8
Rating, 4.8 out of 5 stars
310 reviews
Mixed · Course · 1 - 3 Months
Carnegie Mellon University
Statistical Thermodynamics: Molecules to Machines
Skills you'll gain: Mechanical Engineering, Chemical Engineering, Engineering, Chemical and Biomedical Engineering, Applied Mathematics, Chemistry, Biochemistry, Engineering Analysis, Physics, Molecular, Cellular, and Microbiology, Mathematical Modeling, Physical Science, Probability Distribution
3.9
Rating, 3.9 out of 5 stars
50 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Relational Database Design
Skills you'll gain: Database Design, Database Management Systems, Relational Databases, Database Management, Database Architecture and Administration, Databases, Data Modeling, Data Integrity, Dependency Analysis, Technical Communication
4.6
Rating, 4.6 out of 5 stars
296 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
University of Colorado Boulder
Statistics and Applied Data Analysis
Skills you'll gain: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export, Excel Formulas
4.7
Rating, 4.7 out of 5 stars
33 reviews
Beginner · Specialization · 3 - 6 Months
Korea Advanced Institute of Science and Technology(KAIST)
Differential Equations Part II Series Solutions
Skills you'll gain: Differential Equations, Applied Mathematics, Advanced Mathematics, Calculus, Linear Algebra, Engineering Analysis, Mathematical Theory & Analysis
4.5
Rating, 4.5 out of 5 stars
11 reviews
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Applied Calculus with Python
Skills you'll gain: Calculus, Integral Calculus, Applied Mathematics, Graphing, Numerical Analysis, Python Programming, Advanced Mathematics, Mathematical Software, Mathematical Modeling, Derivatives, Programming Principles
4.9
Rating, 4.9 out of 5 stars
42 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
École normale supérieure
Statistical Mechanics: Algorithms and Computations
Skills you'll gain: Sampling (Statistics), Physics, Simulations, Statistical Programming, Computational Logic, Numerical Analysis, Markov Model, Mechanics, Quantitative Research, Algorithms, Programming Principles, Applied Mathematics, Linear Algebra, Integral Calculus
4.8
Rating, 4.8 out of 5 stars
264 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Optical Efficiency and Resolution
Skills you'll gain: Electrical Engineering, Systems Design, Engineering Calculations, Simulation and Simulation Software, Image Analysis, Medical Imaging, Engineering Analysis, Applied Mathematics, Physics
4.2
Rating, 4.2 out of 5 stars
62 reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
École Polytechnique Fédérale de Lausanne
Digital Signal Processing 4: Applications
Skills you'll gain: Digital Communications, Image Analysis, Telecommunications, Electrical and Computer Engineering, Embedded Systems, Electronic Systems, Electronics, Engineering Analysis, Applied Mathematics, Algorithms, Quantitative Research, Debugging, Computer Hardware
4.7
Rating, 4.7 out of 5 stars
80 reviews
Intermediate · Course · 1 - 4 Weeks
Korea Advanced Institute of Science and Technology(KAIST)
Differential Equations Part III Systems of Equations
Skills you'll gain: Differential Equations, Applied Mathematics, Advanced Mathematics, Linear Algebra, Calculus, Engineering Analysis, Mathematical Modeling
4.1
Rating, 4.1 out of 5 stars
11 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
IBM
Statistical Analysis Fundamentals using Excel
Skills you'll gain: Descriptive Statistics, Regression Analysis, Forecasting, Probability Distribution, Business Analytics, Data Analysis, Statistical Analysis, Statistical Methods, Microsoft Excel, Statistics, Spreadsheet Software, Predictive Analytics, Probability
4.6
Rating, 4.6 out of 5 stars
91 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Maryland, College Park
Dealing With Missing Data
Skills you'll gain: Sampling (Statistics), Statistical Programming, Data Cleansing, Data Quality, Data Analysis Software, Statistical Analysis, Statistical Methods, Statistical Modeling, R Programming, Regression Analysis, Statistical Inference
3.8
Rating, 3.8 out of 5 stars
135 reviews
Mixed · Course · 1 - 3 Months

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In summary, here are 10 of our most popular mathematics courses

Advanced Engineering Systems in Motion: Dynamics of Three Dimensional (3D) Motion: Georgia Institute of Technology
Statistical Thermodynamics: Molecules to Machines: Carnegie Mellon University
Relational Database Design: University of Colorado Boulder
Statistics and Applied Data Analysis: University of Colorado Boulder
Differential Equations Part II Series Solutions: Korea Advanced Institute of Science and Technology(KAIST)
Applied Calculus with Python: Johns Hopkins University
Statistical Mechanics: Algorithms and Computations: École normale supérieure
Optical Efficiency and Resolution: University of Colorado Boulder
Digital Signal Processing 4: Applications: École Polytechnique Fédérale de Lausanne
Differential Equations Part III Systems of Equations : Korea Advanced Institute of Science and Technology(KAIST)

Mathematics Courses