• 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


  • E

    EDUCBA

    Linux & Python Automation with Bash Scripting

    Skills you'll gain: Bash (Scripting Language), Shell Script, Linux, Scripting, Linux Commands, Linux Administration, Unix Shell, Scripting Languages, Operating System Administration, Data Persistence, Systems Administration, Command-Line Interface, IT Automation, Software Installation, Data Store, Linux Servers, Cloud Hosting, Object-Relational Mapping, YAML, Automation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    49 reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    Illinois Tech

    Relational Database Design

    Skills you'll gain: Database Design, Relational Databases, Database Theory, Database Systems, Data Modeling, Unified Modeling Language, Database Management, Databases, Data Integrity, Diagram Design, Enterprise Modeling, Dependency Analysis, Conceptual Design, Design Strategies

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Deep Learning with Python: CNN, ANN & RNN

    Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Model Training, Data Preprocessing, Image Analysis, Predictive Modeling, Deep Learning, Keras (Neural Network Library), Tensorflow, Data Processing, Model Optimization, Computer Vision, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Data Transformation, Financial Forecasting, Applied Machine Learning, Feature Engineering, Statistical Visualization, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    47 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Michigan

    Healthy and Sustainable Foods

    Skills you'll gain: Nutritional Assessment, Nutrition and Diet, Food and Beverage, Social Determinants Of Health, Sustainable Development, Health Assessment, Environment, Spreadsheet Software, Environmental Science, Environmental Issue, Risk Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Cómputo evolutivo

    Skills you'll gain: Algorithms, Model Optimization, Computational Thinking, Machine Learning Algorithms, Machine Learning Methods, Artificial Intelligence, Computer Science, Programming Principles, Program Development

    4.2
    Rating, 4.2 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Introduction to Healthcare Accounting

    Skills you'll gain: Financial Statements, Financial Accounting, Financial Statement Analysis, Financial Analysis, Financial Reporting, Balance Sheet, Financial Acumen, Accounting, Income Statement, Non-Profit Accounting, Resource Utilization, Cash Flows, Resource Management, Generally Accepted Accounting Principles (GAAP), Healthcare Industry Knowledge, Financial Management, Performance Improvement

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Foundation and Potential of AI in Healthcare

    Skills you'll gain: Health Systems, Digital Transformation, Healthcare Industry Knowledge, Health Technology, Health Disparities, Health Care, Health Equity, Artificial Intelligence, AI Integrations, Chronic Diseases

    4.5
    Rating, 4.5 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Data Analysis and Visualization with Pandas

    Skills you'll gain: Matplotlib, Plot (Graphics), Pandas (Python Package), Data Import/Export, Data Visualization Software, Microsoft Excel, Spreadsheet Software, Data Presentation, Time Series Analysis and Forecasting, Data Analysis, Data Manipulation, File I/O

    4.8
    Rating, 4.8 out of 5 stars
    ·
    17 reviews

    Advanced · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Land, Agriculture, and Alternative Investing

    Skills you'll gain: Wealth Management, Estate Planning, Portfolio Management, Real Estate, Investments, Financial Industry Regulatory Authorities, Commercial Real Estate, Regulatory Compliance, Asset Management, Tax Planning, Finance, Risk Management, Return On Investment, Financial Analysis, Business Strategies, Strategic Planning, Business, Data Management, Financial Statements, Failure Analysis

    4.1
    Rating, 4.1 out of 5 stars
    ·
    17 reviews

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    AutoCAD Commercial Interior & Corporate Layout Design

    Skills you'll gain: AutoCAD, Technical Drawing, Architectural Drawing, Engineering Documentation, Mechanical Drawings, Assembly Drawing, Electrical Equipment, Electrical Systems, Architectural Design, Electrical Power, Design Specifications, Engineering Drawings, Computer-Aided Design, Building Design, Drafting and Engineering Design, Blueprint Reading, AutoCAD Civil 3D, Electrical Engineering, Applied Mathematics, Electric Power Systems

    4.7
    Rating, 4.7 out of 5 stars
    ·
    34 reviews

    Beginner · Specialization · 1 - 3 Months

  • L

    L&T EduTech

    Introduction of Pile Foundation

    Skills you'll gain: Construction, Structural Engineering, Construction Engineering, Building Codes, Civil Engineering, Design Specifications, Structural Analysis, Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 3 Months

  • S

    Shanghai Jiao Tong University

    Mandarin Chinese for Intermediate Learners: Part 3

    Skills you'll gain: Language Learning, Language Competency, Vocabulary, Culture

    4.6
    Rating, 4.6 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 3 Months

1…830831832…834

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

  • Linux & Python Automation with Bash Scripting: EDUCBA
  • Relational Database Design: Illinois Tech
  • Deep Learning with Python: CNN, ANN & RNN: EDUCBA
  • Healthy and Sustainable Foods: University of Michigan
  • Cómputo evolutivo: Universidad Nacional Autónoma de México
  • Introduction to Healthcare Accounting: University of Michigan
  • Foundation and Potential of AI in Healthcare : University of Colorado System
  • Advanced Data Analysis and Visualization with Pandas: Packt
  • Land, Agriculture, and Alternative Investing: University of Illinois Urbana-Champaign
  • AutoCAD Commercial Interior & Corporate Layout Design: EDUCBA

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

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

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
  • Udemy

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