• 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

      Approximation Algorithms and Linear Programming

      Skills you'll gain: Operations Research, Theoretical Computer Science, Numerical Analysis, Algorithms, Applied Mathematics, Graph Theory, Linear Algebra, Mathematical Modeling, Python Programming, Computational Thinking, Combinatorics

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      46 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Washington

      Machine Learning Foundations: A Case Study Approach

      Skills you'll gain: Machine Learning, Applied Machine Learning, Jupyter, Image Analysis, Deep Learning, Supervised Learning, Unsupervised Learning, Computer Vision, Text Mining, Natural Language Processing, AI Personalization, Classification And Regression Tree (CART), Python Programming, Application Deployment, Regression Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      14K reviews

      Mixed · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      M

      Microsoft

      Statistical Analysis and Advanced Techniques

      Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Analysis, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Statistical Methods, R Programming, Data Presentation, Data Analysis, Statistical Inference, Descriptive Statistics, Forecasting, Generative AI

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Essential Linear Algebra for Data Science

      Skills you'll gain: Linear Algebra, Data Science, Algebra, Data Analysis, Applied Mathematics, Graphing, Numerical Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      176 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Multiple Regression Analysis in Public Health

      Skills you'll gain: Biostatistics, Regression Analysis, Statistical Modeling, Statistical Analysis, Correlation Analysis, Statistical Inference, Predictive Modeling, Data Analysis, Statistical Hypothesis Testing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      312 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      B

      Board Infinity

      Machine Learning with Implementation in Java

      Skills you'll gain: Deep Learning, Java, Java Programming, Time Series Analysis and Forecasting, Image Analysis, Applied Machine Learning, Data Processing, Natural Language Processing, Application Deployment, Feature Engineering, Numerical Analysis, Machine Learning Algorithms, Machine Learning, Data Transformation, Data Cleansing, Regression Analysis

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      B

      Board Infinity

      Java in Machine Learning

      Skills you'll gain: Feature Engineering, MLOps (Machine Learning Operations), Applied Machine Learning, Deep Learning, Java, Artificial Intelligence and Machine Learning (AI/ML), Java Programming, Enterprise Application Management, Time Series Analysis and Forecasting, Statistical Machine Learning, Image Analysis, Data Processing, Decision Tree Learning, Application Deployment, Machine Learning, Jenkins, Reinforcement Learning, Regression Analysis, Spring Boot, Natural Language Processing

      Intermediate · Specialization · 1 - 3 Months

    • U

      University of Leeds

      Master of Science in Data Science (Statistics)

      Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Web Scraping, Matplotlib, Statistical Machine Learning, Statistical Methods, Classification And Regression Tree (CART), Network Analysis, Planning, Applied Machine Learning, R Programming, Statistical Analysis, Data Analysis, Unsupervised Learning, Data Visualization Software, Supervised Learning, Statistical Modeling, Linear Algebra, Bayesian Statistics, Artificial Intelligence and Machine Learning (AI/ML)

      Earn a degree

      Degree · 1 - 4 Years

    • Status: New
      New
      Status: Preview
      Preview
      B

      Board Infinity

      Version Control with Git and GitHub

      Skills you'll gain: Test Automation, Test Tools, Software Testing, Software Technical Review, Test Planning, Regression Testing, Test Case, Code Review, Automation, Performance Testing

      Advanced · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      N

      National Taiwan University

      商管統計資料分析二 (Analytics for Business and Management (II))

      Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Methods, Plot (Graphics), Data Visualization, R Programming, Box Plots, Statistical Visualization, Histogram, Statistical Analysis, Business Analytics, Statistics, Exploratory Data Analysis, Predictive Modeling, Advanced Analytics, Analytics, Data Analysis, Analysis, Statistical Hypothesis Testing, Variance Analysis

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      AI-900 - Azure AI Fundamentals and Two Practice Tests

      Skills you'll gain: Unsupervised Learning, Classification And Regression Tree (CART)

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Algorithm Alchemy: Unlocking the Secrets of Machine Learning

      Skills you'll gain: Feature Engineering, Artificial Neural Networks

      Intermediate · 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…91011…78

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

    • Approximation Algorithms and Linear Programming : University of Colorado Boulder
    • Machine Learning Foundations: A Case Study Approach: University of Washington
    • Statistical Analysis and Advanced Techniques: Microsoft
    • Essential Linear Algebra for Data Science: University of Colorado Boulder
    • Multiple Regression Analysis in Public Health : Johns Hopkins University
    • Machine Learning with Implementation in Java: Board Infinity
    • Java in Machine Learning: Board Infinity
    • Master of Science in Data Science (Statistics): University of Leeds
    • Version Control with Git and GitHub: Board Infinity
    • 商管統計資料分析二 (Analytics for Business and Management (II)): National Taiwan 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
    • Do Not Sell/Share
    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