• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Math For Data Science

Math for Data Science Courses

Math for Data Science courses can help you learn statistical analysis, linear algebra, probability theory, and calculus. You can build skills in data visualization, hypothesis testing, and regression analysis, which are crucial for interpreting data effectively. Many courses introduce tools like Python, R, and SQL, along with libraries such as NumPy and Pandas, to help you apply these mathematical concepts to real datasets and enhance your analytical capabilities.


Popular Math for Data Science Courses and Certifications


  • Status: Free Trial
    Free Trial
    M

    Microsoft

    User Interface Design and Prototyping

    Skills you'll gain: Prototyping, Usability Testing, Wireframing, Interaction Design, User Experience Design, Figma (Design Software), Usability, User Interface (UI) Design, Mockups, UI/UX Research, Design Thinking, User Research, Style Guides

    4.4
    Rating, 4.4 out of 5 stars
    ·
    63 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Software Requirements Prioritization: Risk Analysis

    Skills you'll gain: Security Requirements Analysis, Requirements Analysis, Risk Management Framework, Risking, User Requirements Documents, Scalability, Verification And Validation, Software Visualization, Safety and Security

    4.6
    Rating, 4.6 out of 5 stars
    ·
    113 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Capstone: Build a Winning Investment Portfolio

    Skills you'll gain: Portfolio Management, Asset Management, Investments, Financial Management, Financial Market, Simulation and Simulation Software, Performance Analysis, Market Trend, Risk Analysis, Financial Forecasting, Case Studies, Decision Making, Peer Review, Forecasting

    4.5
    Rating, 4.5 out of 5 stars
    ·
    69 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google

    Data Structures in Python

    Skills you'll gain: Data Wrangling, Data Import/Export

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Dense Gases, Liquids and Solids

    Skills you'll gain: Mechanical Engineering, Thermal Management, Chemical Engineering, Materials science, Simulations, Engineering Analysis, Engineering Calculations, Physics, Estimation, Mathematical Modeling, Calculus

    4.5
    Rating, 4.5 out of 5 stars
    ·
    115 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Virtual Teacher Final Project

    Skills you'll gain: Peer Review, Instructional Design, Instructional Strategies, Course Development, Curriculum Development, Learning Management Systems, Blended Learning, Educational Materials, Education Software and Technology, Student Engagement, Ability To Meet Deadlines

    4.8
    Rating, 4.8 out of 5 stars
    ·
    233 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    SRS Documents: Requirements and Diagrammatic Notations

    Skills you'll gain: Software Design Documents, Data Flow Diagrams (DFDs), User Requirements Documents, Functional Requirement, Software Documentation, Diagram Design, Unified Modeling Language, Requirements Analysis, System Requirements, Technical Documentation, Technical Writing, Data Modeling, Systems Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    57 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Advancing Women in Tech

    Real-World Engineering Management

    Skills you'll gain: Software Architecture, Engineering Management, Goal Setting, Systems Design, Technical Management, Smart Goals, API Design, Technical Product Management, Cross-Functional Collaboration, Recruitment, Program Management, Team Performance Management, Technical Communication, Management Training And Development, Software Engineering, Microservices, Employee Coaching, Talent Management, Leadership and Management, Talent Acquisition

    4.6
    Rating, 4.6 out of 5 stars
    ·
    93 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Office Productivity Software and Windows Fundamentals  

    Skills you'll gain: File Management, Control Panels, Productivity Software, Software Installation, Microsoft Windows, Organizational Skills, Office Procedures, Microsoft Office, Computer Literacy, Operational Efficiency

    4.7
    Rating, 4.7 out of 5 stars
    ·
    80 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google

    Accelerate Your Job Search with AI

    Skills you'll gain: Interviewing Skills, Applicant Tracking Systems, Communication, Google Gemini, Professional Development, AI Enablement, Value Propositions, Business Writing, Planning, Adaptability, Google Sheets, Generative AI, Timelines, HR Tech, Personal Attributes, Professionalism

    4.8
    Rating, 4.8 out of 5 stars
    ·
    48 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Innovation & Entrepreneurship Mindset

    Skills you'll gain: Innovation, Strategic Decision-Making, Competitive Analysis, Ideation, Entrepreneurship, Organizational Strategy, Business Strategy, Plan Execution, Strategic Thinking, Project Risk Management, Sustainable Business, Corporate Strategy, Risk Management, Value Propositions, New Product Development, Presentations, Business Management, Business Strategies, Entrepreneurial Finance, Business Risk Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    97 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Meta

    iOS App Capstone

    Skills you'll gain: Swift Programming, Apple iOS, User Interface and User Experience (UI/UX) Design, User Interface (UI), Git (Version Control System), Apple Xcode, Mobile Development, User Experience, Wireframing, Application Development, Data Management, Software Architecture

    4.3
    Rating, 4.3 out of 5 stars
    ·
    34 reviews

    Intermediate · Course · 1 - 4 Weeks

Searches related to math for data science

essential math for data science
maths for data science and machine learning
math for machine learning and data science
math and statistics for data science
maths for ml and data science
math skills for data science
1…648649650…834

In summary, here are 10 of our most popular math for data science courses

  • User Interface Design and Prototyping: Microsoft
  • Software Requirements Prioritization: Risk Analysis: University of Colorado System
  • Capstone: Build a Winning Investment Portfolio: Rice University
  • Data Structures in Python: Google
  • Dense Gases, Liquids and Solids: University of Colorado Boulder
  • Virtual Teacher Final Project: University of California, Irvine
  • SRS Documents: Requirements and Diagrammatic Notations: University of Colorado System
  • Real-World Engineering Management: Advancing Women in Tech
  • Office Productivity Software and Windows Fundamentals  : SkillUp
  • Accelerate Your Job Search with AI: Google

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Share your Coursera learning story

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok