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

Skip to search results

Filter by

Subject
Required

Data Science(159)

Physical Science and Engineering(152)

Math and Logic(104)

Computer Science(78)

Language
Required

The language used throughout the course, in both instruction and assessments.

English(494)

Spanish(371)

French(341)

Portuguese (Brazil)(332)

Learning Product
Required

Guided Projects(11)

Build job-relevant skills in under 2 hours with hands-on tutorials.

Courses(500)

Learn from top instructors with graded assignments, videos, and discussion forums.

Projects(2)

Learn a new tool or skill in an interactive, hands-on environment.

Specializations(93)

Get in-depth knowledge of a subject by completing a series of courses and projects.

Professional Certificates(3)

Earn career credentials from industry leaders that demonstrate your expertise.

Degrees(4)

Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.

Level
Required

Beginner(250)

Intermediate(232)

Advanced(39)

Mixed(88)

Duration
Required

Less Than 2 Hours(13)

1-4 Weeks(205)

1-3 Months(306)

3-6 Months(85)

1-4 Years(4)

Skills
Required

Applied Mathematics(263)

Mathematical Modeling(214)

Sampling (Statistics)(134)

Linear Algebra(131)

Subtitles
Required

English(522)

Spanish(393)

French(364)

Russian(342)

Educator
Required

University of Colorado Boulder(107)

Johns Hopkins University(53)

University of Michigan(22)

Rice University(19)

Find the Best Mathematics Course for Your Goals

Status: Free Trial
Columbia University
Construction Finance
Skills you'll gain: Project Finance, Construction Management, Real Estate, Cash Flows, Financial Modeling, Risk Management, Finance, Project Management, Project Risk Management, Lean Methodologies, Financial Analysis, Capital Budgeting, Commercial Real Estate, Business Mathematics, Strategic Partnership
4.8
Rating, 4.8 out of 5 stars
1.1K reviews
Beginner · Course · 1 - 3 Months
Status: Free
University of Pennsylvania
Calculus: Single Variable Part 4 - Applications
Skills you'll gain: Calculus, Integral Calculus, Applied Mathematics, Probability & Statistics, Geometry, Probability, Advanced Mathematics, Torque (Physics), Statistics, Mechanics, Mathematical Modeling, Physics
4.9
Rating, 4.9 out of 5 stars
274 reviews
Mixed · Course · 1 - 3 Months
UNSW Sydney (The University of New South Wales)
Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets
Skills you'll gain: Mechanics, Physics, Experimentation, Engineering Calculations, Applied Mathematics, Physical Science, Systems Of Measurement, Mathematical Modeling, Estimation
4.7
Rating, 4.7 out of 5 stars
1.1K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
New York University
Machine Learning and Reinforcement Learning in Finance
Skills you'll gain: Supervised Learning, Reinforcement Learning, Applied Machine Learning, Machine Learning, Statistical Methods, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Artificial Neural Networks, Decision Tree Learning, Predictive Modeling, Financial Trading, Financial Market, Derivatives, Scikit Learn (Machine Learning Library), Markov Model, Regression Analysis, Deep Learning, Market Liquidity, Financial Services
3.7
Rating, 3.7 out of 5 stars
814 reviews
Intermediate · Specialization · 3 - 6 Months
University of London
Foundations of Data Science: K-Means Clustering in Python
Skills you'll gain: Data Visualization, Matplotlib, Probability & Statistics, Data Science, Unsupervised Learning, Statistics, NumPy, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Data Analysis, Descriptive Statistics, Data Manipulation
4.6
Rating, 4.6 out of 5 stars
717 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
The Structured Query Language (SQL)
Skills you'll gain: SQL, Database Systems, Database Theory, Database Management, Query Languages, Database Design, Relational Databases, Data Access, Data Analysis, Data Manipulation, Data Modeling, Data Integrity
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
1K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Johns Hopkins University
Precalculus: Periodic Functions
Skills you'll gain: Trigonometry, Systems Of Measurement, Geometry, Mathematical Modeling, Graphing, Algebra, Applied Mathematics
4.7
Rating, 4.7 out of 5 stars
106 reviews
Beginner · Course · 1 - 3 Months
Stanford University
Game Theory II: Advanced Applications
Skills you'll gain: Game Theory, Bidding, Social Sciences, Resource Allocation, Political Sciences, Economics, Behavioral Economics, Negotiation, Mathematical Theory & Analysis, Probability & Statistics
4.7
Rating, 4.7 out of 5 stars
642 reviews
Advanced · Course · 1 - 3 Months
Status: Free Trial
Rice University
Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions
Skills you'll gain: Descriptive Statistics, Probability & Statistics, Probability Distribution, Business Analytics, Microsoft Excel, Data Analysis, Statistical Analysis, Box Plots, Sampling (Statistics), Correlation Analysis
4.7
Rating, 4.7 out of 5 stars
2.6K reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Semiconductor Devices
Skills you'll gain: Semiconductors, Electrical Engineering, Electronic Components, Power Electronics, Electronic Systems, Electronics, Physics, Electronics Engineering, Differential Equations, Applied Mathematics
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
601 reviews
Advanced · Specialization · 1 - 3 Months
Tecnológico de Monterrey
2.- El Cálculo - Modelo Cuadrático
Skills you'll gain: Education Software and Technology, Calculus, Applied Mathematics, Algebra, Mathematical Modeling, Mathematical Software, Graphing, Derivatives
4.8
Rating, 4.8 out of 5 stars
340 reviews
Mixed · Course · 1 - 4 Weeks
National Taiwan University
頑想學概率：機率一 (Probability (1))
Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Statistics, Data Literacy
4.8
Rating, 4.8 out of 5 stars
364 reviews
Beginner · Course · 1 - 3 Months

Searches related to mathematics

mathematics for machine learning

mathematics for machine learning and data science specialization

mathematics for machine learning and data science

mathematics for data science

mathematics for machine learning: linear algebra

mathematics for computer science

mathematics for engineers

mathematics for machine learning: multivariate calculus

1…12 13 14…52

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

Construction Finance: Columbia University
Calculus: Single Variable Part 4 - Applications: University of Pennsylvania
Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets: UNSW Sydney (The University of New South Wales)
Machine Learning and Reinforcement Learning in Finance: New York University
Foundations of Data Science: K-Means Clustering in Python: University of London
The Structured Query Language (SQL): University of Colorado Boulder
Precalculus: Periodic Functions: Johns Hopkins University
Game Theory II: Advanced Applications: Stanford University
Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions: Rice University
Semiconductor Devices: University of Colorado Boulder

Mathematics Courses