• 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: New
      New
      Status: Free Trial
      Free Trial
      W

      Whizlabs

      NVIDIA: Fundamentals of Machine Learning

      Skills you'll gain: Unsupervised Learning, Time Series Analysis and Forecasting, Supervised Learning, Applied Machine Learning, Machine Learning, Data Processing, Machine Learning Algorithms, Data Cleansing, Feature Engineering, Deep Learning, Data Transformation, Statistical Analysis, Predictive Modeling, Classification And Regression Tree (CART), Artificial Intelligence, Forecasting, Regression Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      9 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Simplilearn

      Lean Management and Six Sigma Green Belt Program

      Skills you'll gain: Process Mapping, Lean Manufacturing, Lean Six Sigma, Process Analysis, Statistical Analysis, Six Sigma Methodology, Data Analysis, Process Design, Statistical Methods, Failure Mode And Effects Analysis, Root Cause Analysis, Statistical Hypothesis Testing, Process Improvement, Kaizen Methodology, Probability & Statistics, Process Optimization, Project Design, Quality Improvement, Kanban Principles, Business Process Management

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Modeling and Predicting Climate Anomalies

      Skills you'll gain: Data Visualization, Matplotlib, Dimensionality Reduction, Unsupervised Learning, Predictive Modeling, Machine Learning Methods, Applied Machine Learning, Regression Analysis, Statistical Machine Learning, Pandas (Python Package), Data Analysis, Machine Learning, Forecasting, Environmental Policy, Data Science, Energy and Utilities, Environment, Environmental Regulations, International Relations, Public Policies

      Intermediate · Specialization · 1 - 3 Months

    • C

      Coursera Project Network

      Create a no-code responsive website with Webflow

      Skills you'll gain: Responsive Web Design, Web Design, Web Design and Development, Information Architecture, Web Content, Content Management Systems, Web Development

      4.4
      Rating, 4.4 out of 5 stars
      ·
      126 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      S

      Sungkyunkwan University

      Machine Learning Basics

      Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Analysis, Predictive Modeling, Regression Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Reinforcement Learning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      84 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Alberta Machine Intelligence Institute

      Data for Machine Learning

      Skills you'll gain: Feature Engineering, Data Processing, Data Quality, Data Manipulation, Data Transformation, Data Cleansing, Data Validation, Applied Machine Learning, Unsupervised Learning, Supervised Learning, Machine Learning, Python Programming, Linear Algebra, Statistical Analysis, Computer Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      98 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      T

      The Chinese University of Hong Kong

      Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话)

      Skills you'll gain: SPSS, Statistical Analysis, Statistical Modeling, Exploratory Data Analysis, Regression Analysis, Statistical Methods, Data Import/Export, Correlation Analysis, Econometrics, Data Analysis, Advanced Analytics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      93 reviews

      Mixed · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Foundations of Autonomous Systems

      Skills you'll gain: Agentic systems, Computational Logic, Model Based Systems Engineering, Theoretical Computer Science, Verification And Validation, Mathematical Modeling, Control Systems, Systems Analysis, System Requirements, Systems Architecture, Automation, Engineering Analysis, Systems Design, Applied Mathematics, Cyber Engineering, Differential Equations, Basic Electrical Systems, Computer Science, Algorithms

      Build toward a degree

      3.8
      Rating, 3.8 out of 5 stars
      ·
      24 reviews

      Intermediate · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      A Second Brain with Obsidian

      Skills you'll gain: Document Management, Organizational Skills, Information Architecture, Journals, File Management, Content Management, Network Analysis

      3.3
      Rating, 3.3 out of 5 stars
      ·
      23 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Visualization for Data Analysis with Power BI

      Skills you'll gain: Power BI, Data Visualization Software, Business Intelligence, Business Analytics, Advanced Analytics, Analytical Skills, Statistical Analysis, Data Analysis Expressions (DAX), Analytics, Data Analysis, Scatter Plots, Statistical Methods, Spatial Data Analysis, Descriptive Analytics, Correlation Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Forecasting, Geospatial Information and Technology

      4.9
      Rating, 4.9 out of 5 stars
      ·
      11 reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Cervical Cancer Risk Prediction Using Machine Learning

      Skills you'll gain: Exploratory Data Analysis, Data Analysis, Data Processing, Data Cleansing, Matplotlib, Data Manipulation, Pandas (Python Package), Data Visualization Software, Machine Learning Algorithms, Classification And Regression Tree (CART), Applied Machine Learning, Predictive Modeling, Machine Learning, Scikit Learn (Machine Learning Library), NumPy, Health Informatics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      41 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      S

      SkillUp EdTech

      The Business Intelligence (BI) Analyst Capstone Project

      Skills you'll gain: Business Intelligence, Business Analytics, Data Analysis, Tableau Software, PostgreSQL, Data Visualization, Presentations, Data Cleansing, Dashboard, Statistical Analysis, Data Storytelling, Regression Analysis, SQL, Data Visualization Software, Interactive Data Visualization, Microsoft Excel, Data Quality

      4.8
      Rating, 4.8 out of 5 stars
      ·
      36 reviews

      Advanced · 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…484950…78

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

    • NVIDIA: Fundamentals of Machine Learning: Whizlabs
    • Lean Management and Six Sigma Green Belt Program: Simplilearn
    • Modeling and Predicting Climate Anomalies: University of Colorado Boulder
    • Create a no-code responsive website with Webflow: Coursera Project Network
    • Machine Learning Basics: Sungkyunkwan University
    • Data for Machine Learning: Alberta Machine Intelligence Institute
    • Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话): The Chinese University of Hong Kong
    • Foundations of Autonomous Systems: University of Colorado Boulder
    • A Second Brain with Obsidian: Coursera Project Network
    • Visualization for Data Analysis with Power BI: Microsoft

    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