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

    Regression Courses Online

    Master regression analysis for predictive modeling. Learn about linear, logistic, and polynomial regression techniques.

    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 Course Catalog

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Introduction to Machine Learning in Sports Analytics

      Skills you'll gain: Classification And Regression Tree (CART), Supervised Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning, Predictive Modeling, Feature Engineering, Regression Analysis, Machine Learning Algorithms, Random Forest Algorithm, Data Processing, Data Analysis, Data Collection, Python Programming

      4.8
      Rating, 4.8 out of 5 stars
      ·
      25 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Literacy

      Skills you'll gain: Surveys, Research Design, Statistical Hypothesis Testing, Data Visualization, Peer Review, Statistical Methods, Data Literacy, Data Analysis, Descriptive Statistics, Regression Analysis, Survey Creation, Statistics, Quantitative Research, Correlation Analysis, Probability, Research, Report Writing, Statistical Analysis, Statistical Inference, Probability & Statistics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      254 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      E

      ESSEC Business School

      Foundations of marketing analytics

      Skills you'll gain: Marketing Analytics, Customer Analysis, Business Marketing, Business Analytics, Customer Insights, Market Analysis, R Programming, Statistical Analysis, Predictive Modeling, Data Analysis, Customer Relationship Management, Statistical Methods

      4.6
      Rating, 4.6 out of 5 stars
      ·
      761 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Quantitative Research

      Skills you'll gain: Quantitative Research, Survey Creation, Statistical Hypothesis Testing, Statistical Methods, Statistical Analysis, Regression Analysis, Marketing Analytics, Quality Control, Market Research, Target Market, Data Analysis, Sampling (Statistics), Market Opportunities, Marketing, Descriptive Statistics, Statistical Inference

      4.4
      Rating, 4.4 out of 5 stars
      ·
      339 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      S

      SAS

      Statistics with SAS

      Skills you'll gain: SAS (Software), Statistical Hypothesis Testing, Statistical Software, Statistical Analysis, Predictive Modeling, Statistical Programming, Statistical Modeling, Statistical Methods, Regression Analysis, Probability & Statistics, Data Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      297 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Introduction to Machine Learning: Supervised Learning

      Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Predictive Modeling, Machine Learning, Scikit Learn (Machine Learning Library), Random Forest Algorithm, Data Processing, Data Cleansing, Python Programming, Classification And Regression Tree (CART), Data Manipulation, Feature Engineering, Regression Analysis, Exploratory Data Analysis, Jupyter, NumPy, Performance Tuning

      Build toward a degree

      3.4
      Rating, 3.4 out of 5 stars
      ·
      79 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      I

      IBM

      Machine Learning Introduction for Everyone

      Skills you'll gain: Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Deep Learning, Supervised Learning, Applied Machine Learning, Data Analysis, Computer Science, Artificial Intelligence, Unsupervised Learning, Classification And Regression Tree (CART), Predictive Modeling, Reinforcement Learning, Regression Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      288 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      MathWorks

      Computer Vision for Engineering and Science

      Skills you'll gain: Image Analysis, Computer Vision, Deep Learning, Applied Machine Learning, Machine Learning, Supervised Learning, Feature Engineering, Anomaly Detection, Classification And Regression Tree (CART), Simulations, Medical Imaging, Matlab, Geospatial Information and Technology, Machine Learning Algorithms, Linear Algebra, Algorithms, Data Validation, Performance Tuning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      88 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Analysis with R

      Skills you'll gain: Data Analysis, Data Wrangling, Exploratory Data Analysis, Statistical Analysis, Data Visualization, R Programming, Data Transformation, Data Manipulation, Data Science, Statistical Methods, Tidyverse (R Package), Regression Analysis, Statistical Modeling, Data Cleansing, Predictive Modeling

      4.7
      Rating, 4.7 out of 5 stars
      ·
      337 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      E

      EDHEC Business School

      Advanced Portfolio Construction and Analysis with Python

      Skills you'll gain: Portfolio Management, Investment Management, Statistical Methods, Financial Modeling, Financial Analysis, Asset Management, Estimation, Correlation Analysis, Analysis, Time Series Analysis and Forecasting, Regression Analysis, Python Programming, Risk Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      508 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Modeling and Predicting Climate Anomalies

      Skills you'll gain: Data Visualization, Dimensionality Reduction, Unsupervised Learning, Machine Learning Methods, Applied Machine Learning, Environmental Policy, Regression Analysis, Statistical Analysis, Statistical Machine Learning, Machine Learning Algorithms, Matplotlib, Machine Learning, Environment, Data Science, Data Integration, Energy and Utilities, Anomaly Detection, Natural Resource Management, Public Policies, Policy Development

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Introduction to Accounting Data Analytics and Visualization

      Skills you'll gain: Data Visualization, Excel Macros, Interactive Data Visualization, Regression Analysis, Tableau Software, Data Transformation, Pivot Tables And Charts, Financial Data, Microsoft Excel, Business Analytics, Analytical Skills, Accounting, Data Analysis, Unstructured Data, Data-Driven Decision-Making, Statistical Analysis, Predictive Analytics, Data Architecture

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      442 reviews

      Beginner · Course · 1 - 3 Months

    Regression learners also search

    Regression Analysis
    Regression Models
    Linear Regression
    Logistic Regression
    Predictive Modeling
    Statistical Modeling
    Predictive Analytics
    Data Modeling
    1…171819…47

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

    • Introduction to Machine Learning in Sports Analytics: University of Michigan
    • Data Literacy: Johns Hopkins University
    • Foundations of marketing analytics: ESSEC Business School
    • Quantitative Research: University of California, Davis
    • Statistics with SAS: SAS
    • Introduction to Machine Learning: Supervised Learning: University of Colorado Boulder
    • Machine Learning Introduction for Everyone: IBM
    • Computer Vision for Engineering and Science: MathWorks
    • Data Analysis with R: IBM
    • Advanced Portfolio Construction and Analysis with Python: EDHEC Business School

    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