• 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
     *

    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.
    Earn career credentials while taking courses that count towards your Master’s degree.
    Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
    Complete graduate-level learning without committing to a full degree program.
    Earn a university-issued career credential in a flexible, interactive format.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Linear Regression Course Catalog

    • Status: Preview
      Preview
      H

      H2O.ai

      H2O GPTe Learning Path

      Skills you'll gain: LLM Application, Large Language Modeling, AI Product Strategy, Generative AI, Web Applications, Artificial Intelligence, Prompt Engineering, Agentic systems, Information Architecture, Application Programming Interface (API), Automation, Data Analysis

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      F

      Fundação Instituto de Administração

      Decision Making

      Skills you'll gain: Decision Making, Strategic Decision-Making, Data-Driven Decision-Making, Behavioral Economics, Analysis, Business Risk Management, Complex Problem Solving, Risk Analysis, Systems Thinking, Decision Tree Learning, AI Product Strategy, Virtual Teams, Psychology

      Intermediate · Course · 1 - 3 Months

    • G

      Google Cloud

      Classify Text into Categories with the Natural Language API

      Skills you'll gain: Text Mining, Natural Language Processing, Cloud API, Google Cloud Platform, Unstructured Data, Classification And Regression Tree (CART), Application Programming Interface (API), Data Analysis

      Intermediate · Project · Less Than 2 Hours

    • Status: New
      New
      Status: Free Trial
      Free Trial
      B

      Board Infinity

      Machine Learning with Implementation in Java

      Skills you'll gain: Apache Spark, Statistical Machine Learning, Deep Learning, Java Programming, Applied Machine Learning, Java, Natural Language Processing, Image Analysis, Application Deployment, Big Data, Statistical Analysis, Data Processing, MLOps (Machine Learning Operations), Predictive Modeling, Numerical Analysis, Artificial Neural Networks, Machine Learning, Data Transformation, Data Cleansing, Machine Learning Algorithms

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Packt

      Landscapes and Open World Creation

      Skills you'll gain: Unreal Engine, Virtual Environment, 3D Assets, Computer Graphics, Video Game Development, Scalability, Performance Tuning

      Intermediate · Course · 1 - 4 Weeks

    • P

      Packt

      Recommender Systems Complete Course Beginner to Advanced

      Skills you'll gain: Tensorflow, PyTorch (Machine Learning Library), Natural Language Processing, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Neural Networks, Machine Learning, Machine Learning Algorithms, Data Analysis

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      O

      O.P. Jindal Global University

      Prescriptive Analytics

      Skills you'll gain: Mathematical Modeling, Network Model, Business Modeling, Microsoft Excel, Process Optimization, Business Analytics, Predictive Modeling, Operational Analysis, Data-Driven Decision-Making, Applied Machine Learning, Analytical Skills, Analysis, Case Studies, Bayesian Statistics

      Build toward a degree

      Beginner · Course · 3 - 6 Months

    • P

      Packt

      Clustering and Classification with Machine Learning in R

      Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Tidyverse (R Package), Machine Learning, Data Science, Ggplot2, Exploratory Data Analysis, Classification And Regression Tree (CART), Feature Engineering, Random Forest Algorithm, Data Processing, Statistical Programming, Predictive Modeling, Data Manipulation

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Diagramas de afinidad en Miro

      Skills you'll gain: Collaborative Software, Brainstorming, Information Architecture, Organizational Skills, Productivity

      Beginner · Guided Project · Less Than 2 Hours

    • Status: New
      New
      G

      Google Cloud

      Wissensaustausch mit Agentspace beschleunigen

      Skills you'll gain: Application Deployment, Google Workspace, Data Integration, Slack (Software), OAuth, Email Automation, Generative AI Agents, Intranet, Enterprise Application Management, Data Access, Cloud Applications, Data Store, Productivity Software, Application Programming Interface (API), System Configuration, Information Architecture, Authentications, Product Knowledge, Identity and Access Management, AWS Identity and Access Management (IAM)

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      G

      Google Cloud

      Agentspace で知識の共有を加速させる

      Skills you'll gain: Google Workspace, Email Automation, Application Deployment, Slack (Software), Productivity Software, Generative AI Agents, AI Product Strategy, OAuth, LLM Application, Tool Calling, Collaborative Software, Enterprise Application Management, Action Oriented, Information Architecture, Identity and Access Management, AWS Identity and Access Management (IAM), Agentic systems, Calendar Management, Application Programming Interface (API), Middleware

      Intermediate · Course · 1 - 4 Weeks

    • U

      University of Leeds

      Master of Science in Data Science (Statistics)

      Skills you'll gain: Data Ethics, Statistical Hypothesis Testing, Statistical Machine Learning, Regression Analysis, R (Software), Exploratory Data Analysis, Bayesian Statistics, Statistical Methods, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Planning, Data Visualization, Data Manipulation, Data Analysis, Statistical Inference, Statistical Modeling, Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Object Oriented Programming (OOP)

      Earn a degree

      Degree · 1 - 4 Years

    Linear Regression learners also search

    Regression
    Linear Programming
    Regression Analysis
    Linear Algebra
    Regression Models
    Logistic Regression
    Predictive Modeling
    Statistical Modeling
    1…78798081

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

    • H2O GPTe Learning Path: H2O.ai
    • Decision Making: Fundação Instituto de Administração
    • Classify Text into Categories with the Natural Language API: Google Cloud
    • Machine Learning with Implementation in Java: Board Infinity
    • Landscapes and Open World Creation: Packt
    • Recommender Systems Complete Course Beginner to Advanced: Packt
    • Prescriptive Analytics: O.P. Jindal Global University
    • Clustering and Classification with Machine Learning in R: Packt
    • Diagramas de afinidad en Miro: Coursera Project Network
    • Wissensaustausch mit Agentspace beschleunigen: Google Cloud

    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