• 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
      U

      University of Washington

      Machine Learning

      Skills you'll gain: Machine Learning, Applied Machine Learning, Jupyter, Classification And Regression Tree (CART), Regression Analysis, Supervised Learning, Image Analysis, Deep Learning, Unsupervised Learning, Predictive Modeling, Computer Vision, Statistical Machine Learning, Feature Engineering, Data Mining, Text Mining, Natural Language Processing, AI Personalization, Python Programming, Machine Learning Algorithms, Application Deployment

      4.6
      Rating, 4.6 out of 5 stars
      ·
      16K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Variable Selection, Model Validation, Nonlinear Regression

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

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 4 Weeks

    • P

      Packt

      The STATA OMNIBUS: Regression and Modelling with STATA

      Skills you'll gain: Stata, Statistical Modeling, Data Visualization, Statistical Hypothesis Testing, Regression Analysis, Data Manipulation, Epidemiology, Statistical Software, Advanced Analytics, Statistical Analysis, Statistical Methods, Statistical Programming, Probability & Statistics, Data Analysis, Quantitative Research, Data Management, Correlation Analysis, Descriptive Statistics

      Beginner · Course · 3 - 6 Months

    • Status: Preview
      Preview
      E

      EDUCBA

      Regression & Forecasting for Data Scientists using Python

      Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Predictive Modeling, Regression Analysis, Data Science, Python Programming, Statistical Modeling, Feature Engineering, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Pandas (Python Package), Matplotlib, Data Processing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      41 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      T

      The Hong Kong University of Science and Technology

      Python and Statistics for Financial Analysis

      Skills you'll gain: Statistical Inference, Statistical Methods, Probability Distribution, Statistics, Risk Analysis, Probability & Statistics, Financial Trading, Regression Analysis, Statistical Analysis, Data Visualization, Financial Analysis, Financial Data, Time Series Analysis and Forecasting, Financial Modeling, Pandas (Python Package), Market Trend, Python Programming, Data Manipulation

      4.4
      Rating, 4.4 out of 5 stars
      ·
      4.5K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Fundamentals of Quantitative Modeling

      Skills you'll gain: Risk Modeling, Mathematical Modeling, Regression Analysis, Predictive Modeling, Business Modeling, Financial Modeling, Predictive Analytics, Process Optimization, Risk Management, Data-Driven Decision-Making, Markov Model, Business Process Improvement, Simulation and Simulation Software, Probability

      4.6
      Rating, 4.6 out of 5 stars
      ·
      9.2K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Introduction to Machine Learning

      Skills you'll gain: Unsupervised Learning, Feature Engineering, Supervised Learning, Classification And Regression Tree (CART), Data Analysis, Data Cleansing, Exploratory Data Analysis, Regression Analysis, Dimensionality Reduction, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Science, Artificial Intelligence, Applied Machine Learning, Statistical Analysis, Statistical Machine Learning, Data Transformation, Predictive Modeling, Machine Learning, Statistical Modeling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Natural Language Processing with Classification and Vector Spaces

      Skills you'll gain: Natural Language Processing, Applied Machine Learning, Text Mining, Supervised Learning, Dimensionality Reduction, Regression Analysis, Feature Engineering, Bayesian Statistics, Machine Learning Algorithms, Artificial Intelligence, Probability & Statistics

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

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Virginia

      Marketing Analytics

      Skills you'll gain: Marketing Analytics, Marketing, Customer Retention, Marketing Strategies, Data-Driven Decision-Making, Regression Analysis, Analytics, Customer Insights, Brand Awareness, Consumer Behaviour, Return On Investment, A/B Testing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6.4K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Advanced Learning Algorithms

      Skills you'll gain: Decision Tree Learning, Classification And Regression Tree (CART), Data Ethics, Tensorflow, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Deep Learning, Supervised Learning, Artificial Neural Networks, Random Forest Algorithm, Algorithms, Performance Tuning

      4.9
      Rating, 4.9 out of 5 stars
      ·
      8.1K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Science Fundamentals with Python and SQL

      Skills you'll gain: SQL, Statistical Hypothesis Testing, Relational Databases, Statistical Analysis, Dashboard, Descriptive Statistics, Jupyter, Data Visualization, Statistical Methods, Web Scraping, Query Languages, Probability Distribution, Probability & Statistics, Statistics, Regression Analysis, Data Analysis Software, Plot (Graphics), Data Visualization Software, Data Science, Python Programming

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      73K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Customer Analytics

      Skills you'll gain: Customer Analysis, Marketing Analytics, Customer Insights, Business Analytics, Data-Driven Decision-Making, Analytics, Predictive Analytics, Descriptive Analytics, Consumer Behaviour, Data Analysis, Advanced Analytics, Business Analysis, Revenue Management, Descriptive Statistics, Data Collection, Predictive Modeling, Regression Analysis, Process Improvement and Optimization, Correlation Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      12K reviews

      Mixed · 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…678…47

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

    • Machine Learning: University of Washington
    • Variable Selection, Model Validation, Nonlinear Regression: Illinois Tech
    • The STATA OMNIBUS: Regression and Modelling with STATA: Packt
    • Regression & Forecasting for Data Scientists using Python: EDUCBA
    • Python and Statistics for Financial Analysis: The Hong Kong University of Science and Technology
    • Fundamentals of Quantitative Modeling: University of Pennsylvania
    • IBM Introduction to Machine Learning: IBM
    • Natural Language Processing with Classification and Vector Spaces: DeepLearning.AI
    • Marketing Analytics: University of Virginia
    • Advanced Learning Algorithms: DeepLearning.AI

    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