• 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
      S

      SAS

      The Power of Machine Learning: Boost Business, Accumulate Clicks, Fight Fraud, and Deny Deadbeats

      Skills you'll gain: Predictive Modeling, Predictive Analytics, Machine Learning, Data Processing, Applied Machine Learning, Business Ethics, Data-Driven Decision-Making, Deep Learning, Decision Tree Learning, Artificial Intelligence, Business Operations, Data Science, Ethical Standards And Conduct, Social Justice

      4.7
      Rating, 4.7 out of 5 stars
      ·
      149 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Advanced Data Structures, RSA and Quantum Algorithms

      Skills you'll gain: Public Key Cryptography Standards (PKCS), Data Structures, Cryptography, Algorithms, Encryption, Theoretical Computer Science, Computer Science, Data Storage Technologies, Computational Thinking, Linear Algebra, IBM Cloud, Arithmetic

      4.6
      Rating, 4.6 out of 5 stars
      ·
      35 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Fundamentals of Machine Learning for Supply Chain

      Skills you'll gain: Data Manipulation, Operations Research, Pandas (Python Package), Supply Chain, Data Visualization Software, Supply Chain Management, Data Cleansing, Supply Chain Planning, NumPy, Data Science, Programming Principles, Python Programming, Jupyter, Data Analysis, Data Structures, Computer Programming, Linear Algebra

      3.7
      Rating, 3.7 out of 5 stars
      ·
      37 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Houston

      Math behind Moneyball

      Skills you'll gain: Probability & Statistics, Statistical Methods, Statistics, Microsoft Excel, Predictive Analytics, Game Theory, Spreadsheet Software, Predictive Modeling, Excel Formulas, Pivot Tables And Charts, Regression Analysis, Statistical Analysis, Advanced Analytics, Data-Driven Decision-Making, Data Analysis, Analytics, Data Analysis Software, Business Mathematics, Simulations, Probability

      4.5
      Rating, 4.5 out of 5 stars
      ·
      97 reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      HTML for Beginners: Getting Started

      Skills you'll gain: Hypertext Markup Language (HTML), Semantic Web, Web Content Accessibility Guidelines, Web Content, Information Architecture, Web Analytics and SEO, Web Design and Development, Web Development, Front-End Web Development

      4.7
      Rating, 4.7 out of 5 stars
      ·
      21 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      G

      Google

      Google UX Design

      Skills you'll gain: Usability Testing, Adobe XD, User Research, UI/UX Research, Presentations, User Experience Design, Wireframing, Information Architecture, Usability, Figma (Design Software), Mockups, Design Research, User Story, Responsive Web Design, Storyboarding, Persona (User Experience), Human Factors, Peer Review, Prototyping, Storytelling

      4.7
      Rating, 4.7 out of 5 stars
      ·
      165 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Data Analytics and Deep Learning

      Skills you'll gain: Histogram, Apache Spark, Data Analysis, NoSQL, Big Data, Classification And Regression Tree (CART), Regression Analysis, Statistical Analysis, Apache Kafka, Deep Learning, Analytics, Apache Hadoop, Generative AI, Artificial Neural Networks, Data Visualization, Customer Analysis, Real Time Data, Keras (Neural Network Library), Network Architecture, Machine Learning

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      28 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Santa Cruz

      Bayesian Statistics: Time Series Analysis

      Skills you'll gain: Time Series Analysis and Forecasting, R Programming, Forecasting, Predictive Modeling, Bayesian Statistics, Statistical Modeling, Statistical Analysis, Regression Analysis, Statistical Inference, Probability Distribution

      4.2
      Rating, 4.2 out of 5 stars
      ·
      17 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Data Analysis for Managerial Decision-Making

      Skills you'll gain: Probability & Statistics, Business Mathematics, Statistics, Microsoft Excel, Data-Driven Decision-Making, Data Analysis, Descriptive Statistics, Excel Formulas, Data Visualization, Statistical Visualization, Regression Analysis, Statistical Analysis, Probability, Arithmetic, Algebra

      4.5
      Rating, 4.5 out of 5 stars
      ·
      11 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      E

      Emory University

      Forecasting Models for Marketing Decisions

      Skills you'll gain: Marketing Analytics, Customer Analysis, Customer Demand Planning, Marketing Effectiveness, Customer Insights, Forecasting, Predictive Analytics, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Marketing Budgets, Customer Acquisition Management, Customer Retention, Market Share, Regression Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      78 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Demand Forecasting Using Time Series

      Skills you'll gain: Time Series Analysis and Forecasting, Trend Analysis, Demand Planning, Regression Analysis, Forecasting, Correlation Analysis, Statistical Analysis, Matplotlib, Pandas (Python Package), Predictive Modeling, Statistical Methods, Probability & Statistics, Applied Machine Learning, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Data Manipulation

      3.4
      Rating, 3.4 out of 5 stars
      ·
      37 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Scikit-Learn For Machine Learning Classification Problems

      Skills you'll gain: Scikit Learn (Machine Learning Library), Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Supervised Learning, Classification And Regression Tree (CART), Predictive Modeling, Python Programming, Data Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      17 reviews

      Beginner · Guided Project · Less Than 2 Hours

    Linear Regression learners also search

    Regression
    Linear Programming
    Regression Analysis
    Linear Algebra
    Regression Models
    Logistic Regression
    Predictive Modeling
    Statistical Modeling
    1…464748…79

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

    • The Power of Machine Learning: Boost Business, Accumulate Clicks, Fight Fraud, and Deny Deadbeats: SAS
    • Advanced Data Structures, RSA and Quantum Algorithms: University of Colorado Boulder
    • Fundamentals of Machine Learning for Supply Chain: LearnQuest
    • Math behind Moneyball: University of Houston
    • HTML for Beginners: Getting Started: Coursera Project Network
    • Google UX Design: Google
    • Data Analytics and Deep Learning: Illinois Tech
    • Bayesian Statistics: Time Series Analysis: University of California, Santa Cruz
    • Data Analysis for Managerial Decision-Making: Rice University
    • Forecasting Models for Marketing Decisions: Emory 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
    • 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