• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • 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: Preview
      Preview
      D

      Duke University

      Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital

      Skills you'll gain: Image Analysis, Computer Vision, Medical Imaging, Computer Graphics, Visualization (Computer Graphics), Advanced Mathematics, Spatial Analysis, Matlab, Algorithms, Linear Algebra, Calculus

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.1K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      N

      Northwestern University

      Modern Robotics, Course 4: Robot Motion Planning and Control

      Skills you'll gain: Machine Controls, Control Systems, Automation Engineering, Mathematical Modeling, Process Control, Graph Theory, Programmable Logic Controllers, Simulation and Simulation Software, Engineering Analysis, Algorithms, Torque (Physics), Differential Equations, Data Structures, Linear Algebra, Virtual Environment

      4.9
      Rating, 4.9 out of 5 stars
      ·
      115 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Explainable AI (XAI)

      Skills you'll gain: Large Language Modeling, Data Ethics, Decision Tree Learning, Generative AI, Applied Machine Learning, Artificial Intelligence, Data-Driven Decision-Making, Regression Analysis, Machine Learning, Predictive Modeling, Business Ethics, Healthcare Ethics, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Decision Support Systems, Artificial Neural Networks, Scientific Visualization, Machine Learning Algorithms, Visualization (Computer Graphics)

      4.7
      Rating, 4.7 out of 5 stars
      ·
      41 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Advanced Business Analytics Capstone

      Skills you'll gain: Business Analytics, Data Presentation, Predictive Analytics, Data Cleansing, Advanced Analytics, Data Visualization Software, Feature Engineering, Analytical Skills, Data Manipulation, Data Analysis, Data Processing, Regression Analysis, Classification And Regression Tree (CART), Investment Management, Statistical Modeling, Financial Analysis, Business Communication

      4.3
      Rating, 4.3 out of 5 stars
      ·
      85 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Bring Your Story to Life – Video Post-Production

      Skills you'll gain: Video Editing, Adobe Premiere, Post-Production, Video Production, Data Import/Export, Storytelling, Editing, Media Production, Graphic and Visual Design, File Management, Quality Assurance

      4.7
      Rating, 4.7 out of 5 stars
      ·
      43 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      É

      École Polytechnique Fédérale de Lausanne

      Functional Programming in Scala Capstone

      Skills you'll gain: Heat Maps, User Interface (UI), Interactive Data Visualization, Data Transformation, Data Processing, Scala Programming, Data Manipulation, Geospatial Mapping, Apache Spark, Performance Tuning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      546 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      P

      Politecnico di Milano

      Machine Learning: an overview

      Skills you'll gain: Unsupervised Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning, Dimensionality Reduction, Taxonomy, Reinforcement Learning, Algorithms, Predictive Modeling, Classification And Regression Tree (CART), Regression Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      169 reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Data Analysis in R: Predictive Analysis with Regression

      Skills you'll gain: Predictive Analytics, Data-Driven Decision-Making, Ggplot2, Regression Analysis, Data Visualization, Data Analysis, R Programming, Statistical Modeling, Exploratory Data Analysis, Descriptive Statistics, Statistical Analysis

      4.2
      Rating, 4.2 out of 5 stars
      ·
      13 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Regression and Classification

      Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Statistical Methods, Predictive Modeling, Regression Analysis, Statistical Analysis, Machine Learning Methods, Classification And Regression Tree (CART), Supervised Learning, Machine Learning, Applied Machine Learning, Probability & Statistics, Data Science, R Programming, Machine Learning Algorithms

      Build toward a degree

      3.9
      Rating, 3.9 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Calculus through Data & Modeling: Precalculus Review

      Skills you'll gain: Trigonometry, Algebra, Graphing, Calculus, Mathematical Modeling, Linear Algebra, Geometry, Physics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      114 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      C

      Columbia University

      Causal Inference

      Skills you'll gain: Experimentation, Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, Statistical Methods, Estimation, Sampling (Statistics), Statistical Analysis, Statistical Modeling, Machine Learning, Probability

      3.4
      Rating, 3.4 out of 5 stars
      ·
      100 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Statistical Modeling for Data Science Applications

      Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, Statistical Modeling, Data Ethics, Statistical Methods, R Programming, Statistics, Data Science, Statistical Analysis, Predictive Modeling, Probability & Statistics, Data Modeling, Quantitative Research, Correlation Analysis, Advanced Analytics, Data Analysis, Mathematical Modeling, Machine Learning, Linear Algebra

      Build toward a degree

      4.1
      Rating, 4.1 out of 5 stars
      ·
      52 reviews

      Intermediate · Specialization · 3 - 6 Months

    Linear Regression learners also search

    Regression
    Linear Programming
    Regression Analysis
    Linear Algebra
    Regression Models
    Logistic Regression
    Predictive Modeling
    Statistical Modeling
    1…323334…78

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

    • Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital: Duke University
    • Modern Robotics, Course 4: Robot Motion Planning and Control: Northwestern University
    • Explainable AI (XAI): Duke University
    • Advanced Business Analytics Capstone: University of Colorado Boulder
    • Bring Your Story to Life – Video Post-Production: University of Colorado Boulder
    • Functional Programming in Scala Capstone: École Polytechnique Fédérale de Lausanne
    • Machine Learning: an overview: Politecnico di Milano
    • Data Analysis in R: Predictive Analysis with Regression: Coursera Project Network
    • Regression and Classification: University of Colorado Boulder
    • Calculus through Data & Modeling: Precalculus Review: Johns Hopkins 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