• 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: Preview
      Preview
      N

      National Taiwan University

      機器學習技法 (Machine Learning Techniques)

      Skills you'll gain: Classification And Regression Tree (CART), Deep Learning, Decision Tree Learning, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Regression Analysis, Linear Algebra

      4.9
      Rating, 4.9 out of 5 stars
      ·
      35 reviews

      Intermediate · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      T

      Tecnológico de Monterrey

      Incrementar - Parte 2 y Controlar

      Skills you'll gain: Lean Six Sigma, Statistical Process Controls, Process Optimization, Regression Analysis, Process Improvement, Inventory Control, Predictive Modeling, Lean Manufacturing, Continuous Improvement Process, Quality Control, Mathematical Modeling, Statistical Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      58 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Alberta Machine Intelligence Institute

      Optimizing Machine Learning Performance

      Skills you'll gain: Data Ethics, Applied Machine Learning, MLOps (Machine Learning Operations), Machine Learning, Business Strategy, Regulatory Compliance, Ethical Standards And Conduct, Organizational Strategy, Business Planning, Technology Roadmaps, Data Maintenance, Project Design, Team Building, Systems Integration

      4.4
      Rating, 4.4 out of 5 stars
      ·
      50 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Visualization for Data Analysis with Power BI

      Skills you'll gain: Power BI, Data Visualization Software, Business Intelligence, Business Analytics, Advanced Analytics, Analytical Skills, Statistical Analysis, Data Analysis Expressions (DAX), Analytics, Data Analysis, Scatter Plots, Statistical Methods, Spatial Data Analysis, Descriptive Analytics, Correlation Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Forecasting, Geospatial Information and Technology

      4.9
      Rating, 4.9 out of 5 stars
      ·
      11 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      E

      Edureka

      Predictive Modeling with Python

      Skills you'll gain: Statistical Modeling, Predictive Modeling, Exploratory Data Analysis, Probability & Statistics, Feature Engineering, Data Analysis, Statistical Methods, Statistical Inference, Statistical Hypothesis Testing, Statistical Analysis, Probability Distribution, Classification And Regression Tree (CART), Descriptive Statistics, Regression Analysis, Data Processing, Machine Learning, Data Cleansing, Data Transformation

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Aprendiendo Python con textos, números y ecuaciones

      Skills you'll gain: Jupyter, Program Development, Python Programming, Mathematical Software, Applied Mathematics, Algorithms, Linear Algebra, Computer Programming, Algebra

      4.8
      Rating, 4.8 out of 5 stars
      ·
      36 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Creating a Portfolio Using Weebly

      Skills you'll gain: Web Design and Development, Information Architecture, Content Management Systems, Web Content, Web Applications, Content Management

      4.5
      Rating, 4.5 out of 5 stars
      ·
      63 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      K

      Koç University

      Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I: Concepts

      Skills you'll gain: Integral Calculus, Calculus, Linear Algebra, Advanced Mathematics, Algebra, Geometry, Applied Mathematics, Graphing, Derivatives

      4.4
      Rating, 4.4 out of 5 stars
      ·
      29 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of London

      Data Science Project Capstone: Predicting Bicycle Rental

      Skills you'll gain: Correlation Analysis, Data Collection, Predictive Modeling, Regression Analysis, Data Science, Forecasting, Time Series Analysis and Forecasting, Probability & Statistics, Statistical Modeling, Exploratory Data Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      15 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Universidad de los Andes

      Modelos predictivos con aprendizaje automático

      Skills you'll gain: Predictive Modeling, Data Ethics, Predictive Analytics, Classification And Regression Tree (CART), Supervised Learning, Scikit Learn (Machine Learning Library), Machine Learning, Regression Analysis, Unsupervised Learning, Feature Engineering, Data-Driven Decision-Making, Python Programming, Statistical Methods

      4.8
      Rating, 4.8 out of 5 stars
      ·
      76 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Packt

      Quantum Computing with Qiskit and Advanced Algorithms

      Skills you'll gain: Algorithms, Computer Programming, Mathematical Software, Computational Thinking, Theoretical Computer Science, Cryptography, Linear Algebra, Programming Principles, Quantitative Research, Jupyter, Computational Logic, Simulations, Program Development, Development Testing, Software Documentation, Computer Hardware, Data Transformation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      14 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      É

      École Polytechnique Fédérale de Lausanne

      Mécanique Lagrangienne

      Skills you'll gain: Mechanics, Engineering Analysis, Vibrations, Linear Algebra, Experimentation, Applied Mathematics, Physics, Differential Equations, Mathematical Modeling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      37 reviews

      Mixed · Course · 1 - 3 Months

    Linear Regression learners also search

    Regression
    Linear Programming
    Regression Analysis
    Linear Algebra
    Regression Models
    Logistic Regression
    Predictive Modeling
    Statistical Modeling
    1…515253…79

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

    • 機器學習技法 (Machine Learning Techniques): National Taiwan University
    • Incrementar - Parte 2 y Controlar: Tecnológico de Monterrey
    • Optimizing Machine Learning Performance: Alberta Machine Intelligence Institute
    • Visualization for Data Analysis with Power BI: Microsoft
    • Predictive Modeling with Python : Edureka
    • Aprendiendo Python con textos, números y ecuaciones: Coursera Project Network
    • Creating a Portfolio Using Weebly: Coursera Project Network
    • Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I: Concepts: Koç University
    • Data Science Project Capstone: Predicting Bicycle Rental: University of London
    • Modelos predictivos con aprendizaje automático: Universidad de los Andes

    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