• 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 Colorado Boulder

      Integral Calculus and Numerical Analysis for Data Science

      Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Data Science, Linear Algebra, Probability & Statistics, Statistics, Derivatives

      4.6
      Rating, 4.6 out of 5 stars
      ·
      99 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      É

      École Polytechnique Fédérale de Lausanne

      Digital Signal Processing 2: Filtering

      Skills you'll gain: Digital Communications, Electrical and Computer Engineering, Numerical Analysis, Engineering Calculations, Telecommunications, Engineering Analysis, Electronics, Algorithms, Mathematical Modeling, Applied Mathematics, Estimation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      192 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      C

      Columbia University

      Decision Making and Reinforcement Learning

      Skills you'll gain: Reinforcement Learning, Decision Tree Learning, Machine Learning Algorithms, Machine Learning, Data-Driven Decision-Making, Deep Learning, Bayesian Statistics, Markov Model, Simulations, Algorithms, Artificial Neural Networks, Probability & Statistics

      4.3
      Rating, 4.3 out of 5 stars
      ·
      20 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Alberta Machine Intelligence Institute

      Machine Learning: Algorithms in the Real World

      Skills you'll gain: Supervised Learning, Feature Engineering, Machine Learning Algorithms, Data Ethics, Data Processing, Data Quality, Applied Machine Learning, MLOps (Machine Learning Operations), Machine Learning, Data Manipulation, Decision Tree Learning, Business Strategy, Data Transformation, Data Cleansing, Regulatory Compliance, Artificial Neural Networks, Ethical Standards And Conduct, Predictive Modeling, Data Collection, Project Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.1K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Data Analytics and Big Data

      Skills you'll gain: Relational Databases, Histogram, Apache Spark, Data Analysis, Database Management, NoSQL, Database Design, SQL, Database Development, Database Systems, Transaction Processing, Database Application, Big Data, Classification And Regression Tree (CART), Database Theory, Regression Analysis, Database Management Systems, Statistical Analysis, Apache Kafka, Databases

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      68 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Project Initiation and Planning

      Skills you'll gain: Waterfall Methodology, Agile Methodology, Kanban Principles, Project Planning, Project Management Life Cycle, Communication Planning, Sprint Planning, Project Management, Stakeholder Management, Project Scoping, Timelines, Scheduling, Project Estimation, Work Breakdown Structure, Scope Management, Resource Management, Risk Management

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      142 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      SkillUp EdTech

      ASQ-Certified Six Sigma Black Belt (CSSBB) Exam Prep

      Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Six Sigma Methodology, Team Management, Lean Methodologies, Key Performance Indicators (KPIs), Lean Six Sigma, Process Improvement, Team Building, Quality Improvement, Process Capability, Process Analysis, Benchmarking, Statistical Analysis, Risk Analysis, Change Management, Continuous Improvement Process, Business Process Improvement, Regression Analysis, Root Cause Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      32 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Linear Kalman Filter Deep Dive (and Target Tracking)

      Skills you'll gain: Advanced Mathematics, Anomaly Detection, Systems Of Measurement, Linear Algebra, Mathematical Modeling, Continuous Monitoring, Applied Mathematics, Numerical Analysis, Predictive Analytics, Statistical Methods, Probability & Statistics

      Intermediate · Course · 1 - 4 Weeks

    • T

      The University of Sydney

      Introduction to Advanced Calculus

      Skills you'll gain: Differential Equations, Calculus, Integral Calculus, Advanced Mathematics, Mathematical Theory & Analysis, Engineering Calculations, Numerical Analysis, Linear Algebra, Mathematical Modeling, Geometry, Physics, Derivatives

      4.7
      Rating, 4.7 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Data Mining Methods

      Skills you'll gain: Data Mining, Unsupervised Learning, Anomaly Detection, Text Mining, Supervised Learning, Data Science, Big Data, Unstructured Data, Machine Learning Algorithms, Classification And Regression Tree (CART), Statistical Analysis, Predictive Modeling, Analysis, Algorithms, Artificial Neural Networks

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      61 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Packt

      PyTorch Ultimate 2024 - From Basics to Cutting-Edge

      Skills you'll gain: PyTorch (Machine Learning Library), Generative AI, Deep Learning, Natural Language Processing, Image Analysis, Computer Vision, Artificial Neural Networks, Development Environment, Applied Machine Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Google Cloud Platform, Unsupervised Learning, Supervised Learning, Python Programming, Graph Theory, Flask (Web Framework), Software Installation, Regression Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      47 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Variable Selection, Model Validation, Nonlinear Regression

      Skills you'll gain: Statistical Inference, Regression Analysis, Statistical Methods, Statistical Analysis, R Programming, Advanced Analytics, Statistical Modeling, Predictive Modeling, Mathematical Modeling, Statistical Hypothesis Testing, Probability Distribution, Probability

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      7 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…353637…78

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

    • Integral Calculus and Numerical Analysis for Data Science: University of Colorado Boulder
    • Digital Signal Processing 2: Filtering: École Polytechnique Fédérale de Lausanne
    • Decision Making and Reinforcement Learning: Columbia University
    • Machine Learning: Algorithms in the Real World: Alberta Machine Intelligence Institute
    • Data Analytics and Big Data: Illinois Tech
    • Project Initiation and Planning: University of Illinois Urbana-Champaign
    • ASQ-Certified Six Sigma Black Belt (CSSBB) Exam Prep: SkillUp EdTech
    • Linear Kalman Filter Deep Dive (and Target Tracking): University of Colorado System
    • Introduction to Advanced Calculus: The University of Sydney
    • Data Mining Methods: University of Colorado Boulder

    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