• 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
      U

      University of Michigan

      How Science Turns Data Into Knowledge

      Skills you'll gain: Scientific Methods, Science and Research, Statistical Hypothesis Testing, General Science and Research, Experimentation, Research, Research Design, Statistical Methods, Peer Review, Investigation, Analytical Skills, Journalism, Research Methodologies, Probability & Statistics, Media and Communications, Social Sciences, Data Analysis, Statistical Inference, Data Literacy, Correlation Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      13 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      H

      Howard University

      Business Modeling Tools

      Skills you'll gain: Regression Analysis, Data-Driven Decision-Making, Business Modeling, Business Analytics, Statistical Analysis, Spreadsheet Software, Forecasting, Data Analysis, Microsoft Excel, Predictive Modeling, Business Strategy

      4.7
      Rating, 4.7 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 4 Weeks

    • P

      Packt

      Recommender Systems Complete Course Beginner to Advanced

      Skills you'll gain: Tensorflow, Applied Machine Learning, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Artificial Intelligence, Feature Engineering, User Experience Design, Data Analysis

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      P

      Pontificia Universidad Católica de Chile

      Conocimiento:Una herramienta para la ingeniería y la gestión

      Skills you'll gain: Decision Making, Knowledge Transfer, Communication, Mediation, Complex Problem Solving, Analysis, Systems Thinking, Information Architecture, Organizational Structure, Cultural Diversity

      Beginner · Course · 1 - 3 Months

    • P

      Packt

      No-Code Machine Learning Using Amazon AWS SageMaker Canvas

      Skills you'll gain: AWS SageMaker, Machine Learning, Amazon Web Services, Machine Learning Algorithms, Applied Machine Learning, Predictive Modeling, Predictive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Classification And Regression Tree (CART), Amazon S3, Feature Engineering, Unsupervised Learning, Data Cleansing, Data Collection

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Intro to TensorFlow em Português Brasileiro

      Skills you'll gain: Tensorflow, Keras (Neural Network Library), Google Cloud Platform, Data Pipelines, Deep Learning, Jupyter, Cloud Computing, Applied Machine Learning, Data Processing, Artificial Neural Networks

      4.6
      Rating, 4.6 out of 5 stars
      ·
      23 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      D

      DeepLearning.AI

      Building Applications with Vector Databases

      Skills you'll gain: Anomaly Detection, Database Application, Large Language Modeling, Database Development, Web Applications, Semantic Web, Generative AI, Application Development, Threat Detection, Image Analysis, Text Mining, AI Personalization, Information Architecture

      4.2
      Rating, 4.2 out of 5 stars
      ·
      6 reviews

      Beginner · Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Choisir la Meilleure Méthode pour Illustrer les Données

      Skills you'll gain: Datamaps, Interactive Data Visualization, Heat Maps, Data Visualization, Data Visualization Software, Statistical Visualization, Data Presentation, Data Storytelling, Data Wrangling, Data Access, Correlation Analysis, Scatter Plots, Exploratory Data Analysis, Data Science, Data Analysis, Python Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      10 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Nonlinear Kalman Filters (and Parameter Estimation)

      Skills you'll gain: Estimation, Engineering Calculations, Numerical Analysis, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Simulation and Simulation Software, System Implementation, Calculus, Computer Programming Tools, Probability & Statistics

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Use Genially to Create Mind Maps

      Skills you'll gain: Education Software and Technology, Information Architecture, Collaborative Software

      4.9
      Rating, 4.9 out of 5 stars
      ·
      7 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Statistics and Data Analysis with R

      Skills you'll gain: Descriptive Statistics, Probability Distribution, Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, R Programming, Statistical Software, Statistical Methods, Statistics, Plot (Graphics), Data Import/Export, Data Analysis, Data Manipulation, Software Installation, Scripting

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      P

      Packt

      Selenium WebDriver 4 with Python - Zero To Hero

      Skills you'll gain: GitHub, Version Control, Selenium (Software), Git (Version Control System), Test Automation, CI/CD, Object Oriented Programming (OOP), Unit Testing, Browser Compatibility, Regression Testing, Test Data, Development Testing, Test Case, Test Execution Engine, Software Testing, Web Development Tools, Scripting, Cascading Style Sheets (CSS), UI Components, Programming Principles

      4.5
      Rating, 4.5 out of 5 stars
      ·
      8 reviews

      Beginner · Specialization · 3 - 6 Months

    Linear Regression learners also search

    Regression
    Linear Programming
    Regression Analysis
    Linear Algebra
    Regression Models
    Logistic Regression
    Predictive Modeling
    Statistical Modeling
    1…656667…78

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

    • How Science Turns Data Into Knowledge: University of Michigan
    • Business Modeling Tools: Howard University
    • Recommender Systems Complete Course Beginner to Advanced: Packt
    • Conocimiento:Una herramienta para la ingeniería y la gestión: Pontificia Universidad Católica de Chile
    • No-Code Machine Learning Using Amazon AWS SageMaker Canvas: Packt
    • Intro to TensorFlow em Português Brasileiro: Google Cloud
    • Building Applications with Vector Databases: DeepLearning.AI
    • Choisir la Meilleure Méthode pour Illustrer les Données: Coursera Project Network
    • Nonlinear Kalman Filters (and Parameter Estimation): University of Colorado System
    • Use Genially to Create Mind Maps: Coursera Project Network

    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