• 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
      L

      LearnQuest

      Machine Learning for Supply Chains

      Skills you'll gain: Image Analysis, Time Series Analysis and Forecasting, Data Manipulation, Operations Research, Demand Planning, Feature Engineering, Matplotlib, Pandas (Python Package), Applied Machine Learning, Trend Analysis, Supply Chain, Data Visualization Software, Inventory Management System, Supply Chain Management, Machine Learning Algorithms, Regression Analysis, Supervised Learning, Data Analysis, Machine Learning, Data Science

      3.5
      Rating, 3.5 out of 5 stars
      ·
      77 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      E

      EDHEC Business School

      Python and Machine Learning for Asset Management

      Skills you'll gain: Investment Management, Data Ethics, Asset Management, Portfolio Management, Statistical Machine Learning, Machine Learning, Applied Machine Learning, Financial Modeling, Market Trend, Supervised Learning, Predictive Modeling, Regression Analysis, Trend Analysis, Feature Engineering, Unsupervised Learning, Business Ethics, Risk Management, Dimensionality Reduction, Computer Science

      3.1
      Rating, 3.1 out of 5 stars
      ·
      329 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Deep Learning with PyTorch

      Skills you'll gain: PyTorch (Machine Learning Library), Deep Learning, Artificial Neural Networks, Computer Vision, Supervised Learning, Python Programming, Machine Learning Algorithms, Regression Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      53 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Graduate Admission Prediction with Pyspark ML

      Skills you'll gain: Data Cleansing, Data Manipulation, PySpark, Data Processing, Predictive Modeling, Data Analysis, Applied Machine Learning, Google Workspace, Big Data, Regression Analysis, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      34 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Introduction to Robotics with Webots

      Skills you'll gain: Graph Theory, Algorithms, Data Mapping, Artificial Intelligence, Planning, Control Systems, Automation, Mechanics, Global Positioning Systems, Real-Time Operating Systems, Embedded Software, Basic Electrical Systems, Virtual Environment, System Design and Implementation, Engineering, Computer Graphics, Computer Programming, Computer Science, Linear Algebra, Design

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      58 reviews

      Beginner · Specialization · 3 - 6 Months

    • 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
      C

      Columbia University

      Camera and Imaging

      Skills you'll gain: Image Analysis, Photography, Computer Vision, Computer Graphics, Medical Imaging, Display Devices, Linear Algebra, Algorithms, Advanced Mathematics, Applied Mathematics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      146 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Designing for User Experience

      Skills you'll gain: Information Architecture, User Research, Design Thinking, Storyboarding, User Experience, Persona (User Experience), Design Research, User Centered Design, Wireframing, Innovation, Prototyping, Creativity

      4.6
      Rating, 4.6 out of 5 stars
      ·
      80 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      Università Bocconi

      A Scientific Approach to Innovation Management

      Skills you'll gain: Innovation, Strategic Decision-Making, Data Analysis, Data-Driven Decision-Making, Complex Problem Solving, Regression Analysis, Statistical Analysis, Analytical Skills, Big Data, Probability, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      78 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Corporate Finance Institute

      Regression Analysis - Fundamentals & Practical Applications

      Skills you'll gain: Regression Analysis, Statistical Modeling, Predictive Modeling, Statistical Analysis, Data Analysis, Scatter Plots, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Pandas (Python Package), Matplotlib

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Amazon

      Data Structures and Algorithms

      Skills you'll gain: JUnit, Version Control, Data Structures, Software Testing, GitHub, Unit Testing, Git (Version Control System), Performance Tuning, Test Driven Development (TDD), Algorithms, Software Development, Data Storage, Java Programming, Data Management, Scalability, Java

      4.4
      Rating, 4.4 out of 5 stars
      ·
      36 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      D

      Duke University

      Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital

      Skills you'll gain: Image Analysis, Computer Vision, Medical Imaging, Computer Graphics, Visualization (Computer Graphics), Advanced Mathematics, Spatial Analysis, Matlab, Algorithms, Linear Algebra, Calculus

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.1K reviews

      Mixed · 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…313233…78

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

    • Machine Learning for Supply Chains: LearnQuest
    • Python and Machine Learning for Asset Management : EDHEC Business School
    • Deep Learning with PyTorch: IBM
    • Graduate Admission Prediction with Pyspark ML: Coursera Project Network
    • Introduction to Robotics with Webots: University of Colorado Boulder
    • Python for Data Analytics: DeepLearning.AI
    • Camera and Imaging: Columbia University
    • Designing for User Experience: Microsoft
    • A Scientific Approach to Innovation Management: Università Bocconi
    • Regression Analysis - Fundamentals & Practical Applications: Corporate Finance Institute

    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