• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Linear Regression

    Linear Regression Courses Online

    Explore linear regression for statistical modeling. Learn to analyze relationships between variables and make predictions based on data.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

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

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Linear Regression Course Catalog

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Modeling and Predicting Climate Anomalies

      Skills you'll gain: Data Visualization, Matplotlib, Dimensionality Reduction, Unsupervised Learning, Predictive Modeling, Machine Learning Methods, Applied Machine Learning, Environmental Policy, Regression Analysis, Statistical Machine Learning, Pandas (Python Package), Data Analysis, Machine Learning, Forecasting, Environment, Energy and Utilities, Data Science, Natural Resource Management, Public Policies, Policy Development

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Introduction to Machine Learning in Sports Analytics

      Skills you'll gain: Classification And Regression Tree (CART), Supervised Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning, Predictive Modeling, Feature Engineering, Regression Analysis, Machine Learning Algorithms, Random Forest Algorithm, Data Processing, Data Analysis, Data Collection, Python Programming

      4.8
      Rating, 4.8 out of 5 stars
      ·
      25 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Cluster Analysis, Association Mining, and Model Evaluation

      Skills you'll gain: Regression Analysis, Unsupervised Learning, Data Analysis, Data Mining, Statistical Analysis, Predictive Analytics, Predictive Modeling, Analytics, Anomaly Detection, Customer Analysis, Trend Analysis, Classification And Regression Tree (CART), Machine Learning, Correlation Analysis, Machine Learning Algorithms, Market Analysis, Cost Benefit Analysis, Business Modeling, Performance Metric

      4.5
      Rating, 4.5 out of 5 stars
      ·
      45 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Create a no-code responsive website with Webflow

      Skills you'll gain: Responsive Web Design, Web Design, Web Design and Development, Information Architecture, Web Content, Content Management Systems, Web Development

      4.4
      Rating, 4.4 out of 5 stars
      ·
      126 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      M

      MathWorks

      Machine Learning for Computer Vision

      Skills you'll gain: Computer Vision, Image Analysis, Applied Machine Learning, Machine Learning, Supervised Learning, Feature Engineering, Classification And Regression Tree (CART), Data Validation, Performance Tuning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      23 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Introduction to Machine Learning with Python

      Skills you'll gain: Supervised Learning, Unsupervised Learning, Generative AI, Image Analysis, Machine Learning Algorithms, Deep Learning, Machine Learning, Python Programming, Computer Vision, Artificial Neural Networks, Data Processing, Computer Programming, Regression Analysis

      3.7
      Rating, 3.7 out of 5 stars
      ·
      21 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Colorado Boulder

      Introduction to Computer Vision

      Skills you'll gain: Image Analysis, Computer Graphics, Computer Vision, Visualization (Computer Graphics), Linear Algebra

      Build toward a degree

      4.3
      Rating, 4.3 out of 5 stars
      ·
      10 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      É

      École normale supérieure

      Cartographie thématique

      Skills you'll gain: Infographics, Data Visualization, Peer Review, Data Mapping, Geospatial Mapping, Graphic and Visual Design, Data Presentation, Typography, Information Architecture, Color Theory

      4.6
      Rating, 4.6 out of 5 stars
      ·
      82 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Kalman Filter Boot Camp (and State Estimation)

      Skills you'll gain: Control Systems, Simulations, Mathematical Modeling, Estimation, Linear Algebra, Statistical Methods, Matlab, Applied Mathematics, Probability Distribution, Probability & Statistics

      4.9
      Rating, 4.9 out of 5 stars
      ·
      16 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      S

      Sungkyunkwan University

      Machine Learning Basics

      Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Analysis, Predictive Modeling, Regression Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Reinforcement Learning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      84 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Alberta Machine Intelligence Institute

      Data for Machine Learning

      Skills you'll gain: Feature Engineering, Data Processing, Data Quality, Data Manipulation, Data Transformation, Data Cleansing, Data Validation, Applied Machine Learning, Unsupervised Learning, Supervised Learning, Machine Learning, Python Programming, Linear Algebra, Statistical Analysis, Computer Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      98 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      E

      EDUCBA

      Splunk Administration and Advanced Topics

      Skills you'll gain: Splunk, User Accounts, Security Information and Event Management (SIEM), Incident Response, Event Monitoring, Anomaly Detection, Data Analysis, System Monitoring, Cyber Threat Intelligence, Threat Detection, Machine Learning, Role-Based Access Control (RBAC), Data Import/Export

      4.8
      Rating, 4.8 out of 5 stars
      ·
      49 reviews

      Advanced · Course · 1 - 4 Weeks

    Linear Regression learners also search

    Regression
    Linear Programming
    Regression Analysis
    Linear Algebra
    Regression Models
    Logistic Regression
    Predictive Modeling
    Statistical Modeling
    1…474849…79

    In summary, here are 10 of our most popular linear regression courses

    • Modeling and Predicting Climate Anomalies: University of Colorado Boulder
    • Introduction to Machine Learning in Sports Analytics: University of Michigan
    • Cluster Analysis, Association Mining, and Model Evaluation: University of California, Irvine
    • Create a no-code responsive website with Webflow: Coursera Project Network
    • Machine Learning for Computer Vision: MathWorks
    • Introduction to Machine Learning with Python: Arizona State University
    • Introduction to Computer Vision: University of Colorado Boulder
    • Cartographie thématique: École normale supérieure
    • Kalman Filter Boot Camp (and State Estimation): University of Colorado System
    • Machine Learning Basics: Sungkyunkwan University

    Skills you can learn in Probability And Statistics

    R Programming (19)
    Inference (16)
    Linear Regression (12)
    Statistical Analysis (12)
    Statistical Inference (11)
    Regression Analysis (10)
    Biostatistics (9)
    Bayesian (7)
    Logistic Regression (7)
    Probability Distribution (7)
    Bayesian Statistics (6)
    Medical Statistics (6)

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • ECTS Credit Recommendations

    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
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok