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 take free mathematics courses on Coursera?

Yes. You can start learning mathematics on Coursera for free in two ways: Preview the first module of many mathematics courses at no cost. This includes video lessons, readings, graded assignments, and Coursera Coach (where available). Start a 7-day free trial for Specializations or Coursera Plus. This gives you full access to all course content across eligible programs within the timeframe of your trial. If you want to keep learning, earn a certificate in mathematics, or unlock full course access after the preview or trial, you can 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 math topics on Coursera help me with 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

Find the Best Mathematics Course for Your Goals

Status: Preview
Birla Institute of Technology & Science, Pilani
Basic Mathematics
Skills you'll gain: Integral Calculus, Calculus, Arithmetic, Trigonometry, Differential Equations, Algebra, Linear Algebra, Geometry, Graphing
4.6
Rating, 4.6 out of 5 stars
150 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
DeepLearning.AI
Mathematics for Machine Learning and Data Science
Skills you'll gain: Linear Algebra, Descriptive Statistics, Statistical Hypothesis Testing, Bayesian Statistics, Probability Distribution, Probability & Statistics, Sampling (Statistics), Calculus, Applied Mathematics, Advanced Mathematics, A/B Testing, Statistics, Probability, Numerical Analysis, Mathematical Modeling, Statistical Analysis, Data Science, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning
4.6
Rating, 4.6 out of 5 stars
2.8K reviews
Intermediate · Specialization · 1 - 3 Months
Status: Free Trial
The Hong Kong University of Science and Technology
Mathematics for Engineers
Skills you'll gain: Linear Algebra, Matlab, Differential Equations, Integral Calculus, Numerical Analysis, Engineering Calculations, Engineering Analysis, Applied Mathematics, Finite Element Methods, Calculus, Algebra, Geometry, Advanced Mathematics, Engineering, General Mathematics, Mathematical Modeling, Mechanical Engineering, Scripting, Vibrations, Simulation and Simulation Software
4.8
Rating, 4.8 out of 5 stars
7.6K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Imperial College London
Mathematics for Machine Learning
Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Probability & Statistics, Integral Calculus, Machine Learning Methods, Statistical Analysis, Statistics, Advanced Mathematics, Jupyter, Machine Learning Algorithms, Data Science, Mathematical Modeling, Applied Mathematics, Geometry, Artificial Neural Networks, Python Programming, Algorithms
4.6
Rating, 4.6 out of 5 stars
15K reviews
Beginner · Specialization · 3 - 6 Months
Status: Preview
Stanford University
Introduction to Mathematical Thinking
Skills you'll gain: Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Deductive Reasoning, Calculus, Logical Reasoning, Computational Logic, General Mathematics
4.8
Rating, 4.8 out of 5 stars
3K reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Johns Hopkins University
Algebra: Elementary to Advanced
Skills you'll gain: Graphing, Algebra, Mathematical Modeling, Predictive Modeling, Arithmetic, Advanced Mathematics, Applied Mathematics, Linear Algebra, Business Mathematics, Geometry, Scientific Methods
4.8
Rating, 4.8 out of 5 stars
748 reviews
Beginner · Specialization · 3 - 6 Months

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Status: Preview
Johns Hopkins University
Foundational Mathematics for AI
Skills you'll gain: Data Literacy, Linear Algebra, Statistical Visualization, Data Visualization, Mathematical Modeling, Bayesian Statistics, Dimensionality Reduction, Probability & Statistics, Descriptive Statistics, Statistical Methods, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability Distribution, Applied Mathematics, Advanced Mathematics, Calculus, Statistical Modeling, Algebra, Integral Calculus
4.8
Rating, 4.8 out of 5 stars
6 reviews
Beginner · Course · 1 - 3 Months
Status: Preview
The University of Sydney
Introduction to Calculus
Skills you'll gain: Calculus, Integral Calculus, Algebra, Advanced Mathematics, Engineering Calculations, Geometry, Trigonometry, Graphing, Mathematical Modeling, Derivatives
4.8
Rating, 4.8 out of 5 stars
3.9K reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of California San Diego
Introduction to Discrete Mathematics for Computer Science
Skills you'll gain: Graph Theory, Combinatorics, Computational Logic, Computational Thinking, Probability, Theoretical Computer Science, Logical Reasoning, Deductive Reasoning, Cryptography, Probability & Statistics, Public Key Cryptography Standards (PKCS), Arithmetic, Algorithms, Mathematical Modeling, Network Analysis, Encryption, Data Structures, Mathematical Theory & Analysis, Operations Research, Computer Security
4.5
Rating, 4.5 out of 5 stars
3.7K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Johns Hopkins University
Linear Algebra from Elementary to Advanced
Skills you'll gain: Linear Algebra, Applied Mathematics, Algebra, Image Analysis, Applied Machine Learning, Engineering Calculations, Geometry, Advanced Mathematics, Mathematical Modeling, Markov Model, Numerical Analysis, Data Transformation
4.7
Rating, 4.7 out of 5 stars
195 reviews
Beginner · Specialization · 3 - 6 Months
Status: Preview
University of North Texas
Math Prep: College & Work Ready
Skills you'll gain: Arithmetic, Geometry, Graphing, Probability & Statistics, Statistics, Algebra, Systems Of Measurement, Applied Mathematics, Mathematical Modeling
4.5
Rating, 4.5 out of 5 stars
314 reviews
Beginner · Course · 1 - 4 Weeks
Status: Preview
Shanghai Jiao Tong University
Discrete Mathematics
Skills you'll gain: Graph Theory, Combinatorics, Theoretical Computer Science, Mathematical Theory & Analysis, Network Analysis, Advanced Mathematics, Computer Science, Data Structures, Algorithms, Computational Thinking, Probability
3.3
Rating, 3.3 out of 5 stars
199 reviews
Intermediate · Course · 1 - 3 Months