• 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
      N

      Northwestern University

      Modern Robotics, Course 4: Robot Motion Planning and Control

      Skills you'll gain: Machine Controls, Control Systems, Automation Engineering, Mathematical Modeling, Process Control, Graph Theory, Programmable Logic Controllers, Simulation and Simulation Software, Engineering Analysis, Algorithms, Torque (Physics), Differential Equations, Data Structures, Linear Algebra, Virtual Environment

      4.9
      Rating, 4.9 out of 5 stars
      ·
      115 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Regression and Classification

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

      Build toward a degree

      3.9
      Rating, 3.9 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      P

      Packt

      The Complete Quantum Computing Course for Beginners

      Skills you'll gain: Python Programming, Algorithms, Computer Programming, Linear Algebra, Mathematics and Mathematical Modeling, Algebra, Probability, Probability & Statistics, Object Oriented Programming (OOP), IBM Cloud, Mathematical Modeling, Scripting, Theoretical Computer Science, Artificial Intelligence and Machine Learning (AI/ML), Computer Science, Data Structures, Applied Mathematics, Data Processing, Data Manipulation, Software Installation

      4.4
      Rating, 4.4 out of 5 stars
      ·
      51 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Foundations of Quantum Mechanics

      Skills you'll gain: Electrical Engineering, Engineering, Mechanics, Linear Algebra, Physics, Applied Mathematics, Differential Equations, Mathematical Modeling

      4.5
      Rating, 4.5 out of 5 stars
      ·
      82 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      K

      King Abdullah University of Science and Technology

      Fundamental Skills in Bioinformatics

      Skills you'll gain: Data Quality, Bioinformatics, Statistical Analysis, Statistical Methods, Pandas (Python Package), R Programming, Rmarkdown, Correlation Analysis, Data Analysis, Statistical Hypothesis Testing, Programming Principles, NumPy, Scientific Visualization, Data Manipulation, Python Programming, Exploratory Data Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      60 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Machine Learning with Apache Spark

      Skills you'll gain: Apache Spark, Machine Learning, Extract, Transform, Load, PySpark, Applied Machine Learning, Generative AI, Supervised Learning, Data Pipelines, Unsupervised Learning, MLOps (Machine Learning Operations), Data Processing, Predictive Modeling, Data Transformation, Regression Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      104 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      B

      Board Infinity

      ISTQB Foundation Level Software Testing Certification Prep

      Skills you'll gain: Test Planning, Test Tools, Software Testing, Test Automation, Configuration Management, System Testing, Software Development Life Cycle, Test Case, Integration Testing, Acceptance Testing, Unit Testing, Functional Testing, Regression Testing, Code Review, Test Data, Software Technical Review, Risk Management, Software Quality Assurance, Risk Management Framework, Usability Testing

      4.3
      Rating, 4.3 out of 5 stars
      ·
      50 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Data Science Fundamentals

      Skills you'll gain: Data Ethics, Predictive Modeling, Regression Analysis, Unsupervised Learning, Data Analysis, Classification And Regression Tree (CART), Data Mining, Statistical Analysis, Natural Language Processing, Anomaly Detection, Customer Analysis, Text Mining, Predictive Analytics, Trend Analysis, Statistical Modeling, Analytics, Big Data, Data Modeling, Emerging Technologies, Data Science

      4.3
      Rating, 4.3 out of 5 stars
      ·
      249 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      Universidad de los Andes

      Introducción a la ciencia de datos aplicada

      Skills you'll gain: Correlation Analysis, Exploratory Data Analysis, Statistical Hypothesis Testing, Data Science, Data Analysis, Jupyter, Statistical Analysis, Business Analytics, Matplotlib, Data-Driven Decision-Making, Data Visualization Software, Descriptive Statistics, Probability & Statistics, Pandas (Python Package), Design Thinking

      4.7
      Rating, 4.7 out of 5 stars
      ·
      405 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of London

      Quantitative Foundations for International Business

      Skills you'll gain: Business Mathematics, Mathematical Modeling, Algebra, Calculus, Financial Modeling, Linear Algebra, Business Economics, Finance

      4.1
      Rating, 4.1 out of 5 stars
      ·
      423 reviews

      Mixed · Course · 1 - 4 Weeks

    • 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
      ·
      79 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      L

      Lund University

      Medical Applications of Particle Accelerators (NPAP MOOC)

      Skills you'll gain: Patient Positioning, Radiation Protection, Medical Imaging, Radiology, Radiography, Oncology, Magnetic Resonance Imaging, X-Ray Computed Tomography, Patient Treatment, Treatment Planning, Medical Equipment and Technology, Precision Medicine, Physics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      280 reviews

      Beginner · Course · 1 - 4 Weeks

    Linear Regression learners also search

    Regression
    Linear Programming
    Regression Analysis
    Linear Algebra
    Regression Models
    Logistic Regression
    Predictive Modeling
    Statistical Modeling
    1…313233…79

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

    • Modern Robotics, Course 4: Robot Motion Planning and Control: Northwestern University
    • Regression and Classification: University of Colorado Boulder
    • The Complete Quantum Computing Course for Beginners: Packt
    • Foundations of Quantum Mechanics: University of Colorado Boulder
    • Fundamental Skills in Bioinformatics: King Abdullah University of Science and Technology
    • Machine Learning with Apache Spark: IBM
    • ISTQB Foundation Level Software Testing Certification Prep: Board Infinity
    • Data Science Fundamentals: University of California, Irvine
    • Introducción a la ciencia de datos aplicada: Universidad de los Andes
    • Quantitative Foundations for International Business: University of London

    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