• 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: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Advanced Linear Models for Data Science 1: Least Squares

      Skills you'll gain: Linear Algebra, Regression Analysis, Mathematical Modeling, R Programming, Data Science, Advanced Mathematics, Applied Mathematics, Statistical Modeling, Statistics, Derivatives

      4.5
      Rating, 4.5 out of 5 stars
      ·
      187 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Advanced Statistics for Data Science

      Skills you'll gain: Data Visualization, Probability & Statistics, Statistical Hypothesis Testing, Data Analysis, Bayesian Statistics, Statistics, Biostatistics, Linear Algebra, Statistical Analysis, Data Science, Statistical Methods, Regression Analysis, Probability, Statistical Inference, Sampling (Statistics), Statistical Modeling, Probability Distribution, R Programming, Mathematical Modeling, Sample Size Determination

      4.4
      Rating, 4.4 out of 5 stars
      ·
      764 reviews

      Advanced · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      U

      Universidad Nacional Autónoma de México

      Estadística y probabilidad

      Skills you'll gain: Statistics, Descriptive Statistics, Correlation Analysis, Probability, Statistical Modeling, Data Analysis, Statistical Analysis, Probability Distribution, Histogram, Data Presentation, Regression Analysis, Graphing, Mathematical Modeling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.7K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      T

      The Hong Kong University of Science and Technology

      Matrix Algebra for Engineers

      Skills you'll gain: Linear Algebra, Engineering Calculations, Algebra, Advanced Mathematics, Engineering Analysis, General Mathematics, Applied Mathematics

      4.9
      Rating, 4.9 out of 5 stars
      ·
      4.6K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Microsoft Azure Data Scientist Associate (DP-100) Exam Prep

      Skills you'll gain: Machine Learning, Machine Learning Algorithms, Supervised Learning, Pandas (Python Package), Data Analysis, Predictive Analytics, Keras (Neural Network Library), Image Analysis, Data Ethics, Data Management, Data Processing, Data Pipelines, SQL, Distributed Computing, Statistical Modeling, Data Transformation, Application Deployment, Scalability, Performance Tuning, Continuous Monitoring

      4.2
      Rating, 4.2 out of 5 stars
      ·
      568 reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      Q

      Queen Mary University of London

      Market Research

      Skills you'll gain: Qualitative Research, Market Research, Research Methodologies, Report Writing, Data Analysis, Surveys, Research Design, Statistical Analysis, Statistical Hypothesis Testing, Data Collection, Quantitative Research, Survey Creation, Marketing Analytics, Business Research, Content Performance Analysis, Regression Analysis, Analytical Skills, Data Processing, Correlation Analysis, Data Cleansing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      610 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Machine Learning Foundations for Product Managers

      Skills you'll gain: Machine Learning, Deep Learning, Unsupervised Learning, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Decision Tree Learning, Computer Vision, Regression Analysis, Data Science, Natural Language Processing, Predictive Analytics, Random Forest Algorithm, Statistical Methods

      4.7
      Rating, 4.7 out of 5 stars
      ·
      578 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Google Advanced Data Analytics Capstone

      Skills you'll gain: Advanced Analytics, Portfolio Management, Analytical Skills, Data Analysis, Project Management, Project Documentation, Artificial Intelligence, Presentations, Python Programming, Machine Learning

      4.9
      Rating, 4.9 out of 5 stars
      ·
      1.3K reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Introduction to Neural Networks and PyTorch

      Skills you'll gain: PyTorch (Machine Learning Library), Statistical Methods, Predictive Modeling, Tensorflow, Artificial Neural Networks, Probability & Statistics, Deep Learning, Classification And Regression Tree (CART), Regression Analysis, Data Manipulation, Data Structures

      4.4
      Rating, 4.4 out of 5 stars
      ·
      1.8K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      N

      New York University

      Machine Learning and Reinforcement Learning in Finance

      Skills you'll gain: Reinforcement Learning, Supervised Learning, Markov Model, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Applied Machine Learning, Tensorflow, Technical Analysis, Derivatives, Decision Tree Learning, Artificial Intelligence and Machine Learning (AI/ML), Market Dynamics, Dimensionality Reduction, Deep Learning, Risk Modeling, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Predictive Modeling, Financial Modeling

      3.7
      Rating, 3.7 out of 5 stars
      ·
      815 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Introduction to Trading, Machine Learning & GCP

      Skills you'll gain: Supervised Learning, Time Series Analysis and Forecasting, Financial Trading, Machine Learning, Google Cloud Platform, Statistical Machine Learning, Deep Learning, Artificial Neural Networks, Regression Analysis, Technical Analysis, Market Trend, Quantitative Research, Forecasting, Finance

      4
      Rating, 4 out of 5 stars
      ·
      881 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      W

      Wesleyan University

      Data Analysis and Interpretation

      Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Predictive Modeling, Data Mining, Report Writing, Data Visualization, Unsupervised Learning, Predictive Analytics, Statistical Analysis, Random Forest Algorithm, Decision Tree Learning, Quantitative Research, SAS (Software), Statistical Methods, Data Visualization Software, Statistical Programming, Data Management, Data Analysis, Statistics, Machine Learning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      1.4K reviews

      Beginner · Specialization · 3 - 6 Months

    Regression learners also search

    Regression Analysis
    Regression Models
    Linear Regression
    Logistic Regression
    Predictive Modeling
    Statistical Modeling
    Predictive Analytics
    Data Modeling
    1…121314…47

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

    • Advanced Linear Models for Data Science 1: Least Squares: Johns Hopkins University
    • Advanced Statistics for Data Science: Johns Hopkins University
    • Estadística y probabilidad: Universidad Nacional Autónoma de México
    • Matrix Algebra for Engineers: The Hong Kong University of Science and Technology
    • Microsoft Azure Data Scientist Associate (DP-100) Exam Prep: Microsoft
    • Market Research: Queen Mary University of London
    • Machine Learning Foundations for Product Managers: Duke University
    • Google Advanced Data Analytics Capstone: Google
    • Introduction to Neural Networks and PyTorch: IBM
    • Machine Learning and Reinforcement Learning in Finance: New York University

    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