• 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
      J

      Johns Hopkins University

      Differential Calculus through Data and Modeling

      Skills you'll gain: Calculus, Trigonometry, Algebra, Applied Mathematics, Graphing, Mathematical Modeling, Derivatives, Estimation, Linear Algebra, Advanced Mathematics, Geometry, Physics, Data Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      359 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      K

      Korea Advanced Institute of Science and Technology(KAIST)

      Math for AI beginner part 1 Linear Algebra

      Skills you'll gain: Linear Algebra, Artificial Intelligence, Deep Learning, Machine Learning, General Mathematics, Applied Mathematics, Mathematics and Mathematical Modeling

      4.5
      Rating, 4.5 out of 5 stars
      ·
      30 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Data Mining Foundations and Practice

      Skills you'll gain: Data Mining, Data Pipelines, Data Warehousing, Unsupervised Learning, Data Modeling, Data Processing, Anomaly Detection, Data Cleansing, Text Mining, Exploratory Data Analysis, Supervised Learning, Data Presentation, Data Transformation, Statistical Modeling, Data Manipulation, Data Quality, Statistical Machine Learning, Classification And Regression Tree (CART), Data Analysis, Analytical Skills

      Build toward a degree

      4.1
      Rating, 4.1 out of 5 stars
      ·
      145 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Probability Theory: Foundation for Data Science

      Skills you'll gain: Probability, Probability & Statistics, Probability Distribution, Bayesian Statistics, Statistical Methods, Correlation Analysis, Data Science, Statistical Inference, Descriptive Statistics

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      254 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Supervised Machine Learning: Classification

      Skills you'll gain: Supervised Learning, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Applied Machine Learning, Statistical Machine Learning, Data-Driven Decision-Making, Machine Learning, Predictive Modeling, Random Forest Algorithm, Statistical Modeling, Feature Engineering, Sampling (Statistics)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      417 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Toronto

      Motion Planning for Self-Driving Cars

      Skills you'll gain: Graph Theory, Reinforcement Learning, Artificial Intelligence, Algorithms, Computer Vision, Simulations, Data Structures, Spatial Data Analysis, Predictive Modeling

      4.8
      Rating, 4.8 out of 5 stars
      ·
      484 reviews

      Advanced · Course · 1 - 3 Months

    • C

      Coursera Project Network

      COVID19 Data Analysis Using Python

      Skills you'll gain: Seaborn, Correlation Analysis, Data Visualization, Data Cleansing, Matplotlib, Pandas (Python Package), Data Analysis, Data Manipulation, Python Programming, Statistical Analysis, Exploratory Data Analysis, Data Integration, Statistics

      4.5
      Rating, 4.5 out of 5 stars
      ·
      2K reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Optimization for Decision Making

      Skills you'll gain: Operations Research, Process Optimization, Analytics, Process Improvement and Optimization, Data-Driven Decision-Making, Business Analytics, Advanced Analytics, Strategic Decision-Making, Decision Making, Mathematical Modeling, Applied Mathematics, Microsoft Excel, Business Modeling, Linear Algebra, Graphing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      75 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      E

      EDUCBA

      TOGAF 10 Foundation

      Skills you'll gain: Enterprise Architecture, Risk Management, Information Technology Architecture, Data Architecture, Stakeholder Management, Change Management, Governance, Solution Architecture, Data Migration, Information Architecture, Requirements Management, Gap Analysis, Information Systems

      4.6
      Rating, 4.6 out of 5 stars
      ·
      253 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Kinematics: Describing the Motions of Spacecraft

      Skills you'll gain: Global Positioning Systems, Mechanics, Linear Algebra, Trigonometry, Engineering Calculations, Mathematical Modeling, Differential Equations, Engineering Analysis, Numerical Analysis, Algorithms, Applied Mathematics, Advanced Mathematics

      4.9
      Rating, 4.9 out of 5 stars
      ·
      336 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      N

      National Taiwan University

      大數據分析:商業應用與策略管理 (Big Data Analytics: Business Applications and Strategic Decisions)

      Skills you'll gain: Business Analytics, Social Media, Analytics, Big Data, Market Analysis, Customer Insights, Data Science, Data-Driven Decision-Making, Marketing Strategies, Financial Services, Decision Tree Learning, Banking, Technical Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      408 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      N

      New York Institute of Finance

      Using Machine Learning in Trading and Finance

      Skills you'll gain: Tensorflow, Keras (Neural Network Library), Financial Trading, Securities Trading, Data Pipelines, Technical Analysis, Applied Machine Learning, Financial Market, Artificial Neural Networks, Deep Learning, Quantitative Research, Market Data, Machine Learning, Python Programming

      3.9
      Rating, 3.9 out of 5 stars
      ·
      374 reviews

      Intermediate · Course · 1 - 3 Months

    Linear Regression learners also search

    Regression
    Linear Programming
    Regression Analysis
    Linear Algebra
    Regression Models
    Logistic Regression
    Predictive Modeling
    Statistical Modeling
    1…232425…78

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

    • Differential Calculus through Data and Modeling: Johns Hopkins University
    • Math for AI beginner part 1 Linear Algebra: Korea Advanced Institute of Science and Technology(KAIST)
    • Data Mining Foundations and Practice: University of Colorado Boulder
    • Probability Theory: Foundation for Data Science: University of Colorado Boulder
    • Supervised Machine Learning: Classification: IBM
    • Motion Planning for Self-Driving Cars: University of Toronto
    • COVID19 Data Analysis Using Python: Coursera Project Network
    • Optimization for Decision Making: University of Minnesota
    • TOGAF 10 Foundation: EDUCBA
    • Kinematics: Describing the Motions of Spacecraft: University of Colorado Boulder

    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