• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • 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
      U

      Università di Napoli Federico II

      Comparative Research Designs and Methods

      Skills you'll gain: Social Sciences, Research Methodologies, Research Design, Research, Political Sciences, Qualitative Research, Statistical Analysis, Scientific Methods, Regression Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      9 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      P

      Packt

      Foundations of Data Science and Machine Learning with Python

      Skills you'll gain: Matplotlib, Data Visualization, NumPy, Pandas (Python Package), Linear Algebra, Seaborn, Data Science, Deep Learning, Python Programming, Machine Learning, Data Manipulation, Supervised Learning, Artificial Neural Networks, Regression Analysis, Data Structures, Natural Language Processing

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      D

      DeepLearning.AI

      Quantization Fundamentals with Hugging Face

      Skills you'll gain: Generative AI, Large Language Modeling, Tensorflow, PyTorch (Machine Learning Library), Applied Machine Learning

      4.9
      Rating, 4.9 out of 5 stars
      ·
      12 reviews

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Dashboarding and Deployment

      Skills you'll gain: Dashboard, Data Storytelling, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Time Series Analysis and Forecasting, Spatial Analysis, Tableau Software, Geographic Information Systems, Network Analysis, Data Integration, Information Architecture, Application Deployment

      5
      Rating, 5 out of 5 stars
      ·
      7 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      V

      Vanderbilt University

      MATLAB을 사용한 프로그래밍 소개

      Skills you'll gain: Programming Principles, Computer Programming, Matlab, Debugging, Integrated Development Environments, Linear Algebra, Computer Science, Development Environment, User Interface (UI), Data Import/Export, Data Structures, File Management

      5
      Rating, 5 out of 5 stars
      ·
      6 reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Simplilearn

      AI ML with Deep Learning and Supervised Models

      Skills you'll gain: Supervised Learning, Regression Analysis, Data Modeling, Data Analysis, Applied Machine Learning, Artificial Neural Networks, Tensorflow, Classification And Regression Tree (CART), Predictive Modeling, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Statistical Modeling, Keras (Neural Network Library), Machine Learning, Data-Driven Decision-Making, Artificial Intelligence, Predictive Analytics, Image Analysis, Computer Vision

      4.5
      Rating, 4.5 out of 5 stars
      ·
      6 reviews

      Beginner · Specialization · 1 - 3 Months

    • U

      Universidad de los Andes

      Análisis estático lineal y no lineal de estructuras

      Skills you'll gain: Structural Analysis, Engineering Analysis, Engineering Calculations, Finite Element Methods, Civil Engineering, Mathematical Modeling, Numerical Analysis, Python Programming, NumPy, Linear Algebra, Simulation and Simulation Software, Plot (Graphics)

      Advanced · Course · 1 - 3 Months

    • Status: New
      New
      M

      Macquarie University

      Statistics and Data Analysis with Excel: Intermediate

      Skills you'll gain: Interactive Data Visualization, Data Visualization, Advanced Analytics, Pivot Tables And Charts, Data Analysis, Data Presentation, Statistical Inference, Data-Driven Decision-Making, Statistical Analysis, Analytics, Quantitative Research, Statistical Methods, Correlation Analysis, Business Analytics, Microsoft Excel, Statistics, Statistical Hypothesis Testing, Regression Analysis, Descriptive Statistics, Variance Analysis

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Resampling, Selection and Splines

      Skills you'll gain: R Programming, Data Science, Statistical Machine Learning, Dimensionality Reduction, Advanced Analytics, Statistical Analysis, Statistical Methods, Statistical Modeling, Sampling (Statistics), Regression Analysis, Machine Learning Methods, Predictive Modeling, Statistics, Statistical Inference, Supervised Learning, Applied Mathematics

      5
      Rating, 5 out of 5 stars
      ·
      8 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      CertNexus

      Train Machine Learning Models

      Skills you'll gain: Unsupervised Learning, Jupyter, Predictive Modeling, Classification And Regression Tree (CART), Data Modeling, Machine Learning, Regression Analysis, Supervised Learning, Statistical Modeling, Forecasting, Performance Tuning, Performance Metric

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      O

      O.P. Jindal Global University

      Supervised Learning and Its Applications in Marketing

      Skills you'll gain: Customer Analysis, Marketing Analytics, Customer Insights, Supervised Learning, Customer Retention, Marketing Effectiveness, Marketing Strategies, Applied Machine Learning, Customer Acquisition Management, Scikit Learn (Machine Learning Library), Predictive Modeling, Decision Tree Learning, Machine Learning, Personalized Service, Python Programming, Regression Analysis, Key Performance Indicators (KPIs), Artificial Neural Networks

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Auto Machine Learning (AutoML) Using AutoGluon

      Skills you'll gain: AWS SageMaker, Applied Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Amazon Web Services, Visualization (Computer Graphics), Python Programming, Exploratory Data Analysis, Prototyping

      Beginner · Guided Project · Less Than 2 Hours

    Linear Regression learners also search

    Regression
    Linear Programming
    Regression Analysis
    Linear Algebra
    Regression Models
    Logistic Regression
    Predictive Modeling
    Statistical Modeling
    1…636465…78

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

    • Comparative Research Designs and Methods: Università di Napoli Federico II
    • Foundations of Data Science and Machine Learning with Python: Packt
    • Quantization Fundamentals with Hugging Face: DeepLearning.AI
    • Dashboarding and Deployment: University of California, Irvine
    • MATLAB을 사용한 프로그래밍 소개: Vanderbilt University
    • AI ML with Deep Learning and Supervised Models: Simplilearn
    • Análisis estático lineal y no lineal de estructuras: Universidad de los Andes
    • Statistics and Data Analysis with Excel: Intermediate: Macquarie University
    • Resampling, Selection and Splines: University of Colorado Boulder
    • Train Machine Learning Models: CertNexus

    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