• 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
      I

      Imperial College London

      Advanced App Development in Android

      Skills you'll gain: Virtual Reality, Augmented and Virtual Reality (AR/VR), Computer Graphics, Android Development, Android Studio, Visualization (Computer Graphics), Virtual Environment, Computer Graphic Techniques, Animation and Game Design, Interactive Design, Animations, Mobile Development, Application Development, User Interface (UI), Interaction Design, Performance Tuning, Linear Algebra

      4.4
      Rating, 4.4 out of 5 stars
      ·
      127 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      S

      Sungkyunkwan University

      Using R for Regression and Machine Learning in Investment

      Skills you'll gain: Investment Management, Regression Analysis, Financial Market, Investments, Market Data, Portfolio Management, Financial Modeling, Predictive Modeling, Risk Analysis, R Programming, Statistical Analysis, Technical Analysis, Financial Data, Machine Learning, Algorithms

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Statistical Analysis Fundamentals using Excel

      Skills you'll gain: Data Visualization, Descriptive Statistics, Statistical Analysis, Statistical Hypothesis Testing, Data Analysis, Probability Distribution, Statistics, Regression Analysis, Statistical Methods, Forecasting, Probability & Statistics, Microsoft Excel, Sales

      4.6
      Rating, 4.6 out of 5 stars
      ·
      93 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Modeling Data in the Tidyverse

      Skills you'll gain: Statistical Modeling, Exploratory Data Analysis, Tidyverse (R Package), Statistical Inference, R Programming, Statistical Hypothesis Testing, Predictive Modeling, Data Science, Sampling (Statistics), Regression Analysis, Probability & Statistics, Data Modeling, Data Analysis, Statistical Analysis, Classification And Regression Tree (CART), Applied Machine Learning, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      9 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Alberta Machine Intelligence Institute

      Machine Learning Algorithms: Supervised Learning Tip to Tail

      Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Decision Tree Learning, Machine Learning, Artificial Neural Networks, Predictive Modeling, Regression Analysis, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Performance Analysis, Performance Measurement, Feature Engineering

      4.7
      Rating, 4.7 out of 5 stars
      ·
      414 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Model Diagnostics and Remedial Measures

      Skills you'll gain: Regression Analysis, Feature Engineering, Correlation Analysis, Statistical Methods, Mathematical Modeling, Data Transformation, Statistical Modeling, Statistical Analysis, Exploratory Data Analysis, R Programming, Statistical Inference, Statistical Hypothesis Testing

      Build toward a degree

      4.9
      Rating, 4.9 out of 5 stars
      ·
      8 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

      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
      ·
      46 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      MathWorks

      Introduction to Computer Vision

      Skills you'll gain: Image Analysis, Computer Vision, Geospatial Information and Technology, Linear Algebra, Algorithms, Data Validation, Matlab

      4.6
      Rating, 4.6 out of 5 stars
      ·
      53 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      P

      Pontificia Universidad Católica de Chile

      Introducción a los modelos de demanda de transporte

      Skills you'll gain: Surveys, Data Collection, Transportation Operations, Sampling (Statistics), Mathematical Modeling, Civil Engineering, Statistical Modeling, Public Works, Regression Analysis, Statistical Methods, Probability

      4.7
      Rating, 4.7 out of 5 stars
      ·
      461 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Introduction to Robotics with Webots

      Skills you'll gain: Control Systems, Machine Controls, Robotic Process Automation, Data Mapping, Algorithms, Planning, Automation Engineering, Graph Theory, Process Control, Artificial Intelligence, Global Positioning Systems, Automation, Mechanics, Embedded Software, Random Forest Algorithm, Engineering, Computer Programming, Computer Science, Linear Algebra, Design

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      58 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      H

      Howard University

      Capstone: Data Science Problem in Linear Algebra Framework

      Skills you'll gain: Data Wrangling, Regression Analysis, Data Manipulation, Dimensionality Reduction, Data Science, Python Programming, Predictive Modeling, Statistical Modeling, Data Analysis, Linear Algebra

      4.4
      Rating, 4.4 out of 5 stars
      ·
      8 reviews

      Mixed · 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…363738…79

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

    • Advanced App Development in Android: Imperial College London
    • Using R for Regression and Machine Learning in Investment: Sungkyunkwan University
    • Statistical Analysis Fundamentals using Excel: IBM
    • Modeling Data in the Tidyverse: Johns Hopkins University
    • Machine Learning Algorithms: Supervised Learning Tip to Tail: Alberta Machine Intelligence Institute
    • Model Diagnostics and Remedial Measures: Illinois Tech
    • Explainable AI (XAI): Duke University
    • Bring Your Story to Life – Video Post-Production: University of Colorado Boulder
    • Introduction to Computer Vision: MathWorks
    • Introducción a los modelos de demanda de transporte: Pontificia Universidad Católica de Chile

    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