• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Linear Regression

Linear Regression Courses

Linear regression courses can help you learn how to analyze relationships between variables, interpret coefficients, and evaluate model performance. You can build skills in data visualization, hypothesis testing, and making predictions based on data trends. Many courses introduce tools like Python, R, and Excel, that support implementing regression models and analyzing datasets effectively.

Popular Linear Regression Courses and Certifications


  • C

    Coursera

    Build Robust Java ML Models with Entropy

    Skills you'll gain: Model Evaluation, Model Deployment, Model Training, Decision Tree Learning, Data Preprocessing, Java Programming, Classification Algorithms, Predictive Modeling, Random Forest Algorithm, Applied Machine Learning, Java, Program Evaluation, Machine Learning Methods, Machine Learning Algorithms, Machine Learning, Algorithms, Program Implementation, Business Development

    Advanced · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Design a Parallax Business Consultancy Website Project

    Skills you'll gain: Design Elements And Principles, Business Communication, UI Components, Usability, Web Design and Development, Web Design, Graphic and Visual Design, Web Development, User Interface (UI), Web Components, Project Planning, Interactive Design, Blogs, Information Architecture, Interaction Design

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Model Training, Data Warehousing, Performance Testing, Bash (Scripting Language), Data Science

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: Job Ready
    Job Ready
    O

    O.P. Jindal Global University

    Bachelor of Science in Psychology

    Skills you'll gain: Correlation Analysis, Research Design, Regression Analysis, Social Sciences, Psychology, Mental Health Diseases and Disorders, Science and Research, Cognitive Behavioral Therapy, Human Learning, Social Skills, Statistical Methods, Research Methodologies, Interpersonal Communications, Statistical Hypothesis Testing, Scientific Methods, Learning Theory, Childhood Education and Development, Physiology, Personal Development, Culture

    Earn a degree

    Degree · 1 - 4 Years

  • I

    Indian Statistical Institute

    Postgraduate Diploma in Applied Statistics

    Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Surveys, Statistical Machine Learning, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management, R (Software), Data Compilation, Economics, Probability & Statistics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Data Literacy, Social Studies, International Finance

    Postgraduate Diploma · 6 - 12 Months

  • Status: Job Ready
    Job Ready
    U

    University of Pittsburgh

    Master of Data Science

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Database Systems, Data Visualization, Database Design, Generative AI, Large Language Modeling, Database Management, Databases, Supervised Learning, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Time Series Analysis and Forecasting, Database Theory, Unsupervised Learning, Linear Algebra, Model Deployment

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Deep Learning, Reinforcement Learning, Data Storytelling, Computer Vision, Natural Language Processing, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Strategic Decision-Making, Project Management Life Cycle, Forecasting, Logistic Regression, Data-Driven Decision-Making, Statistical Machine Learning, Environmental Management Systems, Dashboard, Data Cleansing, Simulations

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Job Ready
    Job Ready
    U

    University of London

    International Foundation Programme for Computer Science (IFP)

    Skills you'll gain: Database Management, Relational Databases, Database Design, Databases, Descriptive Statistics, Object Oriented Programming (OOP), Statistical Inference, Data Literacy, Data Visualization Software, Data Visualization, Statistical Hypothesis Testing, Exploratory Data Analysis, Tableau Software, Data Presentation, Statistical Visualization, Algebra, Calculus, Trigonometry, Logical Reasoning, Linear Algebra

    Earn a degree

    Degree · 1 - 4 Years

  • B

    Birla Institute of Technology & Science, Pilani

    Cryptography

    Skills you'll gain: Cryptographic Protocols, Cybersecurity, Email Security, Firewall, Data Integrity

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Classification Algorithms, Artificial Intelligence, Data Ethics, Linear Algebra, Dimensionality Reduction, Machine Learning, Responsible AI, Machine Learning Methods, Probability & Statistics, Image Analysis, Natural Language Processing, Computer Vision, Embedded Systems, Applied Machine Learning, Machine Learning Algorithms, Decision Tree Learning, Bayesian Statistics, Scientific Visualization

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: User Story, Software Testing, Test Automation, Version Control, Continuous Integration, Unified Modeling Language, Git (Version Control System), Software Architecture, Software Design Patterns, JavaScript Frameworks, Usability, Software Design, Web Content Accessibility Guidelines, Test Script Development, Application Frameworks, Regression Testing, Test Data, Systems Architecture, Angular, Maintainability

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: Job Ready
    Job Ready
    U

    University of Huddersfield

    BSc Data Science

    Skills you'll gain: Linear Algebra, Graph Theory, Statistical Software, Computational Logic, Integral Calculus, Matplotlib, Probability & Statistics, Statistical Programming, Plot (Graphics), Calculus, R Programming, Differential Equations, Data Processing, Data Visualization Software, Applied Mathematics, Theoretical Computer Science, Logical Reasoning, General Mathematics, Advanced Mathematics, Mathematical Modeling

    Earn a degree

    Degree · 1 - 4 Years

1…979899100

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

  • Build Robust Java ML Models with Entropy: Coursera
  • Design a Parallax Business Consultancy Website Project: EDUCBA
  • Data Science Graduate Certificate: University of Colorado Boulder
  • Bachelor of Science in Psychology: O.P. Jindal Global University
  • Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
  • Master of Data Science: University of Pittsburgh
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • International Foundation Programme for Computer Science (IFP): University of London
  • Cryptography: Birla Institute of Technology & Science, Pilani
  • Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®: Universidad de los Andes

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

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • 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
  • Udemy

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok