• 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
      M

      MathWorks

      Machine Learning for Computer Vision

      Skills you'll gain: Computer Vision, Image Analysis, Applied Machine Learning, Machine Learning, Supervised Learning, Feature Engineering, Classification And Regression Tree (CART), Data Validation, Performance Tuning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      23 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Santa Cruz

      Bayesian Statistics: Time Series Analysis

      Skills you'll gain: Time Series Analysis and Forecasting, R Programming, Forecasting, Predictive Modeling, Bayesian Statistics, Statistical Modeling, Statistical Analysis, Regression Analysis, Statistical Inference, Probability Distribution

      4.2
      Rating, 4.2 out of 5 stars
      ·
      17 reviews

      Intermediate · Course · 1 - 3 Months

    • E

      EIT Digital

      Web of Data

      Skills you'll gain: Semantic Web, Query Languages, JSON, Information Architecture, Data Integration, Extensible Markup Language (XML), Data Architecture, Interoperability, SQL, Data Modeling, Restful API, Data Transformation

      4.1
      Rating, 4.1 out of 5 stars
      ·
      93 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Predicción de Ventas Pronosticando Tendencias

      Skills you'll gain: Forecasting, Trend Analysis, Google Sheets, Spreadsheet Software, Data Visualization, Statistical Analysis, Statistical Methods, Time Series Analysis and Forecasting, Regression Analysis, Data-Driven Decision-Making, Data Analysis, Predictive Modeling

      4.5
      Rating, 4.5 out of 5 stars
      ·
      110 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Create a website with MailChimp

      Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Content Management, Web Design, Content Development and Management, Web Design and Development, Information Architecture, Goal Setting, User Accounts

      4.7
      Rating, 4.7 out of 5 stars
      ·
      72 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Advanced Models for Decision Making

      Skills you'll gain: Supply Chain, Inventory Control, Financial Modeling, Operations Management, Operations Research, Cash Management, Portfolio Management, Business Analytics, Investment Management, Production Schedule, Mathematical Modeling, Process Optimization, Cash Flows, Analytics, Workforce Management, Production Planning, Advanced Analytics, Resource Allocation, Microsoft Excel, Decision Making

      4.8
      Rating, 4.8 out of 5 stars
      ·
      53 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Advanced Data Visualization with R

      Skills you'll gain: Data Presentation, Interactive Data Visualization, Ggplot2, Data Storytelling, Spatial Data Analysis, Data Visualization Software, Plotly, Spatial Analysis, R Programming, Scatter Plots, Geospatial Mapping, Graphing, Animations, Correlation Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      79 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Data Science for Marketing

      Skills you'll gain: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, Statistical Methods, Customer Analysis, AI Personalization, Unsupervised Learning, Regression Analysis, Descriptive Statistics, Statistical Analysis, Data Analysis, Supervised Learning, Anomaly Detection, Statistical Software, Correlation Analysis, Data Visualization, Advanced Analytics, Bayesian Network, Marketing Strategies, Machine Learning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      11 reviews

      Intermediate · Specialization · 3 - 6 Months

    • T

      The Chinese University of Hong Kong

      Solving Algorithms for Discrete Optimization

      Skills you'll gain: Operations Research, Combinatorics, Graph Theory, Applied Mathematics, Algorithms, Mathematical Modeling, Programming Principles, Computational Thinking, Program Development, Linear Algebra

      4.8
      Rating, 4.8 out of 5 stars
      ·
      44 reviews

      Intermediate · Course · 1 - 4 Weeks

    • I

      Instituto Tecnológico de Aeronáutica

      Introdução ao Controle Moderno

      Skills you'll gain: Control Systems, Engineering Analysis, Matlab, Systems Analysis, Simulations, Differential Equations, Mathematical Modeling, Linear Algebra, System Design and Implementation, Estimation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      51 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Machine Learning with PySpark: Customer Churn Analysis

      Skills you'll gain: PySpark, Apache Spark, Feature Engineering, Exploratory Data Analysis, Data Processing, Applied Machine Learning, Classification And Regression Tree (CART), Predictive Modeling, Data Analysis, Decision Tree Learning, Data Manipulation, Predictive Analytics, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      20 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      D

      DeepLearning.AI

      Réseaux neuronaux et Deep Learning

      Skills you'll gain: Deep Learning, Artificial Neural Networks, Image Analysis, Computer Vision, Artificial Intelligence, Supervised Learning, Machine Learning Algorithms, Machine Learning, Python Programming, Performance Tuning, NumPy, Network Architecture, Linear Algebra, Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      18 reviews

      Intermediate · 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…474849…78

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

    • Machine Learning for Computer Vision: MathWorks
    • Bayesian Statistics: Time Series Analysis: University of California, Santa Cruz
    • Web of Data: EIT Digital
    • Predicción de Ventas Pronosticando Tendencias : Coursera Project Network
    • Create a website with MailChimp: Coursera Project Network
    • Advanced Models for Decision Making: University of Minnesota
    • Advanced Data Visualization with R: Johns Hopkins University
    • Data Science for Marketing: University of Colorado System
    • Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
    • Introdução ao Controle Moderno: Instituto Tecnológico de Aeronáutica

    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