• 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: Preview
      Preview
      N

      National Taiwan University

      機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations

      Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Machine Learning, Data Validation, Classification And Regression Tree (CART), Applied Machine Learning, Feature Engineering, Programming Principles, Algorithms, Regression Analysis, Predictive Modeling, Statistical Methods

      4.9
      Rating, 4.9 out of 5 stars
      ·
      331 reviews

      Intermediate · Course · 1 - 3 Months

    • 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

    • C

      Coursera Project Network

      Use Canva to Create an Interactive Mind Map

      Skills you'll gain: Canva (Software), Infographics, Data Visualization, Business Communication, Multimedia, Presentations, Creative Design, Graphic Design, Data Sharing, Information Architecture, Marketing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      427 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Integral Calculus and Numerical Analysis for Data Science

      Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Data Science, Linear Algebra, Probability & Statistics, Statistics, Derivatives

      4.6
      Rating, 4.6 out of 5 stars
      ·
      99 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Python for Data Analytics

      Skills you'll gain: Regression Analysis, Data Visualization, Pandas (Python Package), Statistical Inference, Data Manipulation, Matplotlib, Statistical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Data Visualization Software, Seaborn, Probability & Statistics, Data Structures, NumPy, Programming Principles, Descriptive Statistics, Python Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      12 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Data Mining Methods

      Skills you'll gain: Data Mining, Unsupervised Learning, Anomaly Detection, Text Mining, Supervised Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Big Data, Unstructured Data, Machine Learning Algorithms, Predictive Modeling, Analysis, Algorithms, Artificial Neural Networks

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      61 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Data Analysis with Python Project

      Skills you'll gain: Anomaly Detection, Dimensionality Reduction, Regression Analysis, Data Analysis, Statistical Analysis, Data Mining, Applied Machine Learning, Unsupervised Learning, Supervised Learning, Classification And Regression Tree (CART), Machine Learning, Machine Learning Algorithms, Exploratory Data Analysis, Predictive Modeling, Statistical Modeling, Project Planning, Data Visualization

      5
      Rating, 5 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Portfolio Optimization using Markowitz Model

      Skills you'll gain: Portfolio Management, Asset Management, Investments, Correlation Analysis, Risk Modeling, Financial Analysis, Performance Metric, Performance Measurement

      4.4
      Rating, 4.4 out of 5 stars
      ·
      320 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      U

      University of Pennsylvania

      AI and Machine Learning Essentials with Python

      Skills you'll gain: Statistical Machine Learning, PyTorch (Machine Learning Library), Artificial Intelligence, Probability, Probability & Statistics, Sampling (Statistics), Deep Learning, Probability Distribution, Python Programming, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Regression Analysis, Data Processing, Agentic systems, Data Science, Statistical Analysis, Artificial Neural Networks, Algorithms

      4.6
      Rating, 4.6 out of 5 stars
      ·
      29 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Machine Learning Essentials

      Skills you'll gain: Statistical Machine Learning, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Regression Analysis, Statistical Analysis, Classification And Regression Tree (CART), Applied Machine Learning, Statistical Inference, Predictive Modeling, Probability & Statistics

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Alberta

      Science Literacy

      Skills you'll gain: Scientific Methods, General Science and Research, Research Methodologies, Peer Review, Research, Research Design, Statistical Analysis, Experimentation, Probability & Statistics, Correlation Analysis, Media and Communications, Communication

      4.4
      Rating, 4.4 out of 5 stars
      ·
      264 reviews

      Beginner · Course · 1 - 3 Months

    • N

      National Taiwan University

      Operations Research (3): Theory

      Skills you'll gain: Operations Research, Statistical Machine Learning, Network Model, Transportation Operations, Logistics, Advanced Mathematics, Regression Analysis, Machine Learning, Mathematical Modeling, Linear Algebra, Business Analytics, Resource Allocation, Facility Management, Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      91 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…373839…78

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

    • 機器學習基石下 (Machine Learning Foundations)---Algorithmic Foundations: National Taiwan University
    • Data Science and Analysis Tools - from Jupyter to R Markdown: Codio
    • Use Canva to Create an Interactive Mind Map: Coursera Project Network
    • Integral Calculus and Numerical Analysis for Data Science: University of Colorado Boulder
    • Python for Data Analytics: DeepLearning.AI
    • Data Mining Methods: University of Colorado Boulder
    • Data Analysis with Python Project : University of Colorado Boulder
    • Portfolio Optimization using Markowitz Model: Coursera Project Network
    • AI and Machine Learning Essentials with Python: University of Pennsylvania
    • Machine Learning Essentials: University of Pennsylvania

    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