• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • 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: Preview
      Preview
      J

      Johns Hopkins University

      Foundational Mathematics for AI

      Skills you'll gain: Data Literacy, Linear Algebra, Statistical Visualization, Data Visualization, Mathematical Modeling, Bayesian Statistics, Dimensionality Reduction, Probability & Statistics, Descriptive Statistics, Statistical Methods, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability Distribution, Applied Mathematics, Advanced Mathematics, Calculus, Statistical Modeling, Algebra, Integral Calculus

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      H

      Howard University

      Capstone: Data Science Problem in Linear Algebra Framework

      Skills you'll gain: Data Wrangling, Regression Analysis, Data Manipulation, Dimensionality Reduction, Data Science, Python Programming, Predictive Modeling, Statistical Modeling, Data Analysis, Linear Algebra

      4.4
      Rating, 4.4 out of 5 stars
      ·
      8 reviews

      Mixed · Course · 1 - 4 Weeks

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

      Illinois Tech

      Advanced Statistical Techniques for Data Science

      Skills you'll gain: Histogram, Data Analysis, Bayesian Statistics, Classification And Regression Tree (CART), Statistical Inference, Statistical Analysis, Analytics, R Programming, Data Visualization, Customer Analysis, Market Analysis, Regression Analysis, Data Mining, Statistical Methods, Decision Tree Learning, Python Programming, Advanced Analytics, Statistical Modeling, Feature Engineering, Data Transformation

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      42 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Data Analysis for Managerial Decision-Making

      Skills you'll gain: Probability & Statistics, Business Mathematics, Statistics, Microsoft Excel, Data-Driven Decision-Making, Data Analysis, Descriptive Statistics, Excel Formulas, Data Visualization, Statistical Visualization, Regression Analysis, Statistical Analysis, Probability, Arithmetic, Algebra

      4.5
      Rating, 4.5 out of 5 stars
      ·
      11 reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Classification Trees in Python, From Start To Finish

      Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Scikit Learn (Machine Learning Library), Feature Engineering, Predictive Modeling, Data Manipulation, Data Cleansing, Supervised Learning, Data Transformation

      4.6
      Rating, 4.6 out of 5 stars
      ·
      230 reviews

      Intermediate · Guided Project · Less Than 2 Hours

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

      Simplilearn

      Business Analytics using Excel

      Skills you'll gain: Descriptive Statistics, Excel Macros, Microsoft Excel, Pivot Tables And Charts, Data Visualization, Dashboard, Excel Formulas, Analytics, Data Analysis, Data Manipulation, Regression Analysis, Correlation Analysis

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Medical Insurance Premium Prediction with Machine Learning

      Skills you'll gain: Keras (Neural Network Library), Data Visualization, Feature Engineering, Tensorflow, Artificial Neural Networks, Data Cleansing, Data Manipulation, Deep Learning, Data Science, Applied Machine Learning, Predictive Modeling, Predictive Analytics, Machine Learning, Regression Analysis, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      24 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      B

      Board Infinity

      Essential Testing Techniques in Software Development

      Skills you'll gain: Software Testing, System Testing, Software Development Life Cycle, Test Case, Integration Testing, Acceptance Testing, Unit Testing, Test Planning, Functional Testing, Regression Testing, Usability Testing

      4.5
      Rating, 4.5 out of 5 stars
      ·
      10 reviews

      Beginner · Course · 1 - 4 Weeks

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

      Illinois Tech

      Data Analytics and Deep Learning

      Skills you'll gain: Histogram, Apache Spark, Data Analysis, NoSQL, Big Data, Classification And Regression Tree (CART), Regression Analysis, Statistical Analysis, Apache Kafka, Deep Learning, Analytics, Apache Hadoop, Generative AI, Artificial Neural Networks, Data Visualization, Customer Analysis, Real Time Data, Keras (Neural Network Library), Image Analysis, Machine Learning

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      28 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      C

      Coursera Instructor Network

      Advanced Quantitative Statistics with Excel

      Skills you'll gain: Microsoft Excel, Data-Driven Decision-Making, Statistical Hypothesis Testing, Excel Formulas, Regression Analysis, Business Analysis, Data Analysis, Statistical Methods, Statistical Analysis, Pivot Tables And Charts, Statistical Inference, Probability & Statistics, Forecasting, Data Visualization, Data Manipulation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      9 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Santa Cruz

      Bayesian Statistics: Time Series Analysis

      Skills you'll gain: Time Series Analysis and Forecasting, R Programming, Forecasting, Predictive Modeling, Bayesian Statistics, Statistical Modeling, Statistical Analysis, Regression Analysis, Statistical Inference, Probability Distribution

      4.2
      Rating, 4.2 out of 5 stars
      ·
      17 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      SAS

      The Power of Machine Learning: Boost Business, Accumulate Clicks, Fight Fraud, and Deny Deadbeats

      Skills you'll gain: Predictive Modeling, Predictive Analytics, Machine Learning, Data Processing, Applied Machine Learning, Business Ethics, Data-Driven Decision-Making, Deep Learning, Decision Tree Learning, Artificial Intelligence, Business Operations, Data Science, Ethical Standards And Conduct, Social Justice

      4.7
      Rating, 4.7 out of 5 stars
      ·
      149 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…282930…47

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

    • Foundational Mathematics for AI: Johns Hopkins University
    • Capstone: Data Science Problem in Linear Algebra Framework: Howard University
    • Advanced Statistical Techniques for Data Science: Illinois Tech
    • Data Analysis for Managerial Decision-Making: Rice University
    • Classification Trees in Python, From Start To Finish: Coursera Project Network
    • Business Analytics using Excel: Simplilearn
    • Medical Insurance Premium Prediction with Machine Learning: Coursera Project Network
    • Essential Testing Techniques in Software Development: Board Infinity
    • Data Analytics and Deep Learning: Illinois Tech
    • Advanced Quantitative Statistics with Excel: Coursera Instructor Network

    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