• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Regression Models

    Regression Models Courses Online

    Learn to build and interpret regression models for data analysis. Understand how to apply various regression techniques for accurate predictions.

    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 Regression Models Course Catalog

    • C

      Coursera Project Network

      Sentiment Analysis with Deep Learning using BERT

      Skills you'll gain: Text Mining, PyTorch (Machine Learning Library), Data Processing, Performance Tuning, Deep Learning, Natural Language Processing, Machine Learning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      397 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Variable Selection, Model Validation, Nonlinear Regression

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

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      PyCaret: Anatomy of Regression

      Skills you'll gain: Regression Analysis, Statistical Modeling, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Data Manipulation, Pandas (Python Package), Machine Learning Methods, Data Visualization, Exploratory Data Analysis, Performance Tuning, Python Programming, Machine Learning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      14 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Business Strategies for Social Impact

      Skills you'll gain: Philanthropy, Return On Investment, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Strategic Leadership, Business Transformation, Business Strategies, Business Leadership, Business Strategy, Strategic Thinking, Business Planning, Initiative and Leadership, Business Priorities, Decision Making, Performance Measurement, Community Development, Key Performance Indicators (KPIs), Business Ethics, Strategic Decision-Making, Investment Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      553 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Michigan

      Introduction to 3D Modeling

      Skills you'll gain: 3D Modeling, Design Elements And Principles, Visualization (Computer Graphics), Computer-Aided Design, Design, Mechanical Design, Architectural Design, Creativity

      4.3
      Rating, 4.3 out of 5 stars
      ·
      44 reviews

      Beginner · Course · 1 - 4 Weeks

    • G

      Google Cloud

      Introduction to Image Generation

      Skills you'll gain: Generative AI, Google Cloud Platform, Image Analysis, Deep Learning, Unsupervised Learning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      188 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Universidad de los Andes

      Introducción a la ciencia de datos aplicada

      Skills you'll gain: Exploratory Data Analysis, Statistical Hypothesis Testing, Correlation Analysis, Data Visualization Software, Data Science, Jupyter, Data Analysis, Business Analytics, Statistical Analysis, Probability & Statistics, Statistics, Python Programming, Descriptive Statistics, Data Modeling, Statistical Modeling, Design Thinking

      4.7
      Rating, 4.7 out of 5 stars
      ·
      408 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      Universidade de São Paulo

      Econometria Básica Aplicada

      Skills you'll gain: Econometrics, Statistical Inference, Regression Analysis, Statistical Hypothesis Testing, Statistical Modeling, Economics, Statistical Analysis, Correlation Analysis, Probability & Statistics, Time Series Analysis and Forecasting

      4.5
      Rating, 4.5 out of 5 stars
      ·
      170 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      P

      Peking University

      医学统计学与SPSS软件(基础篇)

      Skills you'll gain: Statistical Hypothesis Testing, SPSS, Descriptive Statistics, Statistical Analysis, Statistical Methods, Data Analysis Software, Correlation Analysis, Regression Analysis, Statistical Inference, Probability & Statistics, Biostatistics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      158 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Principles of fMRI 2

      Skills you'll gain: Magnetic Resonance Imaging, Data Analysis, Analysis, Image Analysis, Statistical Analysis, Experimentation, Network Analysis, Research Design, Regression Analysis, Psychology, Time Series Analysis and Forecasting, Matlab, Mental and Behavioral Health, Neurology, Statistical Modeling, Statistical Methods, Research

      4.7
      Rating, 4.7 out of 5 stars
      ·
      248 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Microsoft Azure Machine Learning

      Skills you'll gain: Unsupervised Learning, Microsoft Azure, Applied Machine Learning, Regression Analysis, Predictive Modeling, Machine Learning Methods, Statistical Machine Learning, Machine Learning, Machine Learning Algorithms, Classification And Regression Tree (CART), Artificial Intelligence, Automation, Supervised Learning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      254 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      É

      École Polytechnique

      Fundamentals of waves and vibrations

      Skills you'll gain: Vibrations, Mechanics, Engineering Analysis, Mathematical Modeling, Mechanical Engineering, Applied Mathematics, Structural Engineering, Civil Engineering, Physics

      4.5
      Rating, 4.5 out of 5 stars
      ·
      202 reviews

      Intermediate · Course · 1 - 3 Months

    Regression Models learners also search

    Regression
    Regression Analysis
    Linear Regression
    Logistic Regression
    Predictive Modeling
    Statistical Modeling
    Predictive Analytics
    Data Modeling
    1…626364…187

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

    • Sentiment Analysis with Deep Learning using BERT: Coursera Project Network
    • Variable Selection, Model Validation, Nonlinear Regression: Illinois Tech
    • PyCaret: Anatomy of Regression: Coursera Project Network
    • Business Strategies for Social Impact: University of Pennsylvania
    • Introduction to 3D Modeling: University of Michigan
    • Introduction to Image Generation: Google Cloud
    • Introducción a la ciencia de datos aplicada: Universidad de los Andes
    • Econometria Básica Aplicada: Universidade de São Paulo
    • 医学统计学与SPSS软件(基础篇): Peking University
    • Principles of fMRI 2: Johns Hopkins University

    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