• 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

    • C

      Coursera Project Network

      ML Parameters Optimization: GridSearch, Bayesian, Random

      Skills you'll gain: Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Machine Learning Methods, Applied Machine Learning, Machine Learning, Bayesian Statistics, Sampling (Statistics), Data Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      7 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      É

      École Polytechnique Fédérale de Lausanne

      Digital Signal Processing 2: Filtering

      Skills you'll gain: Digital Communications, Electrical and Computer Engineering, Numerical Analysis, Engineering Calculations, Telecommunications, Engineering Analysis, Electronics, Algorithms, Mathematical Modeling, Applied Mathematics, Estimation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      192 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      N

      Northwestern University

      Modern Robotics, Course 3: Robot Dynamics

      Skills you'll gain: Mathematical Modeling, Torque (Physics), Simulations, Automation Engineering, Engineering Analysis, Mechanics, Engineering Calculations, Differential Equations, Control Systems, Algorithms, Applied Mathematics, Calculus, Linear Algebra

      4.7
      Rating, 4.7 out of 5 stars
      ·
      169 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      U

      University of Pennsylvania

      Calculus: Single Variable Part 2 - Differentiation

      Skills you'll gain: Calculus, Advanced Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Derivatives

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.2K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      C

      Codio

      Data Science and Analysis Tools - from Jupyter to R Markdown

      Skills you'll gain: Rmarkdown, Dashboard, Plot (Graphics), Box Plots, Data Visualization, Correlation Analysis, Histogram, Statistical Visualization, Scatter Plots, Data Visualization Software, Data Presentation, Matplotlib, Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Pandas (Python Package), Probability & Statistics, Data Analysis, R Programming, Python Programming

      4
      Rating, 4 out of 5 stars
      ·
      23 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      N

      National Taiwan University

      機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations

      Skills you'll gain: Supervised Learning, Machine Learning, Classification And Regression Tree (CART), Theoretical Computer Science, Applied Mathematics, Mathematical Modeling, Probability & Statistics, Regression Analysis, Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      934 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      H

      Howard University

      Building Regression Models with Linear Algebra

      Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Modeling, Supervised Learning, Applied Mathematics, Machine Learning Methods, Linear Algebra, NumPy, Data Manipulation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6 reviews

      Beginner · Course · 1 - 4 Weeks

    • 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

    • T

      The University of Sydney

      Introduction to Advanced Calculus

      Skills you'll gain: Differential Equations, Calculus, Integral Calculus, Advanced Mathematics, Applied Mathematics, Mathematical Theory & Analysis, Engineering Calculations, Numerical Analysis, Linear Algebra, Mathematical Modeling, Geometry, Physics, Derivatives

      4.7
      Rating, 4.7 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      T

      The University of Melbourne

      Alternative Approaches to Valuation and Investment

      Skills you'll gain: Financial Statement Analysis, Financial Analysis, Corporate Finance, Investments, Business Valuation, Capital Budgeting, Portfolio Management, Risk Analysis, Risk Management, Decision Tree Learning, Probability & Statistics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      309 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Regression Analysis

      Skills you'll gain: Regression Analysis, Supervised Learning, Feature Engineering, Statistical Analysis, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Statistical Modeling, Predictive Modeling, Data Analysis, Verification And Validation

      4.9
      Rating, 4.9 out of 5 stars
      ·
      9 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      H

      Howard University

      Fundamental Linear Algebra Concepts with Python

      Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Numerical Analysis, Algebra, Python Programming, Data Manipulation

      4.5
      Rating, 4.5 out of 5 stars
      ·
      17 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…333435…78

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

    • ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera Project Network
    • Digital Signal Processing 2: Filtering: École Polytechnique Fédérale de Lausanne
    • Modern Robotics, Course 3: Robot Dynamics: Northwestern University
    • Calculus: Single Variable Part 2 - Differentiation: University of Pennsylvania
    • Data Science and Analysis Tools - from Jupyter to R Markdown: Codio
    • 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
    • Building Regression Models with Linear Algebra: Howard University
    • Introduction to Computer Vision: MathWorks
    • Introduction to Advanced Calculus: The University of Sydney
    • Alternative Approaches to Valuation and Investment: The University of Melbourne

    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