• 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

    • P

      Packt

      Deep Learning - Artificial Neural Networks with TensorFlow

      Skills you'll gain: Tensorflow, Artificial Neural Networks, Applied Machine Learning, Deep Learning, Keras (Neural Network Library), Machine Learning, Image Analysis, Supervised Learning, Regression Analysis

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Machine Learning for Marketers

      Skills you'll gain: Classification And Regression Tree (CART), AI Personalization, Unsupervised Learning, Customer Analysis, Supervised Learning, Marketing Analytics, Predictive Analytics, Personalized Service, Dimensionality Reduction, Applied Machine Learning, Customer experience improvement, Marketing, Marketing Strategies, Predictive Modeling, Machine Learning, Feature Engineering, Data-Driven Decision-Making, Regression Analysis

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Analyze Sales Data with LibreOffice Base Queries

      Skills you'll gain: Customer Analysis, Sales, Data Analysis, Analysis, Database Software, Trend Analysis, Correlation Analysis, Query Languages, Customer Insights, Performance Analysis

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Art and Science of Machine Learning en Français

      Skills you'll gain: Tensorflow, Feature Engineering, Applied Machine Learning, Machine Learning, Artificial Neural Networks, Dimensionality Reduction, Deep Learning, Performance Tuning, Regression Analysis, Google Cloud Platform

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Análisis Exploratorio de Datos con Python

      Skills you'll gain: Exploratory Data Analysis, Data Visualization, Statistical Visualization, Scatter Plots, Correlation Analysis, Data Analysis, Box Plots, Pandas (Python Package), Statistical Analysis, Python Programming, Software Installation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: New
      New
      U

      University of Colorado Boulder

      Introduction to Bayesian Statistics for Data Science

      Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Statistical Machine Learning, Probability, Data Science, Regression Analysis, Probability Distribution

      Intermediate · Course · 1 - 3 Months

    • P

      Packt

      Machine Learning: Random Forest with Python from Scratch©

      Skills you'll gain: Random Forest Algorithm, Applied Machine Learning, Scikit Learn (Machine Learning Library), Python Programming, Predictive Modeling, Machine Learning, Supervised Learning, Classification And Regression Tree (CART), NumPy, Pandas (Python Package), Data Science, Data Manipulation

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of California, Irvine

      데이터 스토리텔링

      Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Presentation, Data Visualization, Data Visualization Software, Statistical Visualization, Tableau Software, Exploratory Data Analysis, Data Ethics, Data Analysis, Data Integrity, Correlation Analysis, Advanced Analytics

      Mixed · Course · 1 - 4 Weeks

    • P

      Packt

      Deep Neural Network for Beginners Using Python

      Skills you'll gain: Deep Learning, Artificial Neural Networks, Supervised Learning, Machine Learning, Python Programming, NumPy, Linear Algebra, Data Processing, Pandas (Python Package), Probability & Statistics

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      P

      Packt

      Advanced Automation Frameworks and Continuous Integration

      Skills you'll gain: Jenkins, GitHub, Version Control, Git (Version Control System), Test Automation, CI/CD, Selenium (Software), Software Testing, Unit Testing, Regression Testing, Test Data, Development Testing, Test Case, Test Execution Engine, Automation, Python Programming, Debugging

      Advanced · Course · 1 - 3 Months

    • C

      Coursera Project Network

      AWS AutoGluon for Machine Learning Classification

      Skills you'll gain: AWS SageMaker, Applied Machine Learning, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Amazon Web Services, Supervised Learning, Classification And Regression Tree (CART), Python Programming

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      B

      Board Infinity

      Mastering Reviews and Test Automation: Techniques & Tools

      Skills you'll gain: Test Tools, Test Automation, Software Testing, Continuous Integration, Test Planning, Software Technical Review, Regression Testing, CI/CD, Scripting, Code Review, Continuous Delivery, Maintainability, Application Frameworks

      Advanced · 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…717273…78

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

    • Deep Learning - Artificial Neural Networks with TensorFlow: Packt
    • Machine Learning for Marketers: University of Colorado System
    • Analyze Sales Data with LibreOffice Base Queries: Coursera Project Network
    • Art and Science of Machine Learning en Français: Google Cloud
    • Análisis Exploratorio de Datos con Python: Coursera Project Network
    • Introduction to Bayesian Statistics for Data Science: University of Colorado Boulder
    • Machine Learning: Random Forest with Python from Scratch©: Packt
    • 데이터 스토리텔링: University of California, Irvine
    • Deep Neural Network for Beginners Using Python: Packt
    • Advanced Automation Frameworks and Continuous Integration: Packt

    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