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

Linear Regression Courses Online

Explore linear regression for statistical modeling. Learn to analyze relationships between variables and make predictions based on data.

Skip to search results

Filter by

Subject
Required
 *

Language
Required
 *

The language used throughout the course, in both instruction and assessments.

Learning Product
Required
 *

Build job-relevant skills in under 2 hours with hands-on tutorials.
Learn from top instructors with graded assignments, videos, and discussion forums.
Learn a new tool or skill in an interactive, hands-on environment.
Get in-depth knowledge of a subject by completing a series of courses and projects.
Earn career credentials from industry leaders that demonstrate your expertise.
Earn career credentials while taking courses that count towards your Master’s degree.
Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
Complete graduate-level learning without committing to a full degree program.
Earn a university-issued career credential in a flexible, interactive format.

Level
Required
 *

Duration
Required
 *

Skills
Required
 *

Subtitles
Required
 *

Educator
Required
 *

Explore the Linear Regression Course Catalog

  • U

    University of Leeds

    Master of Science in Data Science (Statistics)

    Skills you'll gain: Data Ethics, Data Storytelling, Statistical Hypothesis Testing, Statistical Machine Learning, Data Presentation, Regression Analysis, R (Software), Exploratory Data Analysis, Bayesian Statistics, Statistical Visualization, Data Literacy, Classification And Regression Tree (CART), Statistical Methods, Network Analysis, Data Visualization, Data Manipulation, Statistical Modeling, Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Object Oriented Programming (OOP)

    Earn a degree

    Degree · 1 - 4 Years

  • Status: New
    New
    G

    Google Cloud

    Agentspace로 더 신속하게 지식 교환하기

    Skills you'll gain: Google Workspace, OAuth, Productivity Software, Email Automation, Intranet, Generative AI Agents, Collaborative Software, LLM Application, Authentications, Enterprise Application Management, Information Architecture, Application Programming Interface (API), Identity and Access Management, Data Access, Data Store, Web Applications

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    ベクトル検索とエンベディング

    Skills you'll gain: Semantic Web, Generative AI, Prompt Engineering, Artificial Intelligence, Natural Language Processing, Information Architecture, Google Cloud Platform, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    G

    Google Cloud

    Como modernizar sites com a IA generativa no Google Cloud

    Skills you'll gain: Generative AI, AI Personalization, Prompt Engineering Tools, Web Content, Web Analytics and SEO, Google Cloud Platform, Information Architecture, User Interface and User Experience (UI/UX) Design, User Experience, Web Development

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

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

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Artificial Intelligence, Data Ethics, Dimensionality Reduction, Probability & Statistics, Responsible AI, Machine Learning Methods, Machine Learning, Natural Language Processing, Applied Machine Learning, Linear Algebra, Semantic Web, Classification And Regression Tree (CART), Machine Learning Algorithms, Statistical Machine Learning, Statistical Methods, Predictive Modeling, Bayesian Statistics, Scientific Visualization

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: New
    New
    G

    Google Cloud

    Modernisasi Situs dengan AI Generatif di Google Cloud

    Skills you'll gain: Generative AI, AI Personalization, Prompt Engineering, Large Language Modeling, Web Content, Google Cloud Platform, User Experience, Information Architecture, Content Management, Image Analysis

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Machine Learning Algorithms, Statistical Modeling, Probability, Statistical Inference, Statistical Hypothesis Testing, Service Level, Performance Testing, Dimensionality Reduction, Applied Machine Learning, Data Warehousing, Data Pipelines, Data Processing, Software Engineering, Data Science, Bash (Scripting Language), Statistical Methods

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • O

    O.P. Jindal Global University

    MBA Business Analytics

    Skills you'll gain: Data Storytelling, Operations Management, Design Thinking, Active Listening, Business Ethics, Data Visualization, Sampling (Statistics), Working Capital, Database Management, Environmental Social And Corporate Governance (ESG), Project Estimation, Financial Statements, Business Analytics, Global Marketing, Financial Accounting, Predictive Analytics, Marketing Planning, Human Resources Management and Planning, Big Data, Regression Analysis

    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, Statistical Inference, Statistical Machine Learning, Statistical Analysis, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Economics, Data Compilation, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Surveys, Graphing, International Finance

    Postgraduate Diploma · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Magíster en Business Analytics

    Skills you'll gain: Database Design, Customer Analysis, Descriptive Analytics, Revenue Management, FinTech, Unsupervised Learning, Spatial Data Analysis, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Public Key Infrastructure, Predictive Analytics, Biostatistics, Statistical Reporting, Social Determinants Of Health, Gerontology, Governance, Deep Learning, Digital Transformation, Regression Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: User Story, Test Driven Development (TDD), Continuous Integration, Test Automation, Version Control, Software Testing, Git (Version Control System), Usability, Maintainability, Software Architecture, Web Content Accessibility Guidelines, Acceptance Testing, Software Design, Test Tools, Regression Testing, Angular, Unified Modeling Language, Agile Software Development, Sprint Retrospectives, Software Design Patterns

    Credit offered

    Mastertrack · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

    Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Regression Analysis, Data Analysis, Dimensionality Reduction, Descriptive Analytics, Supervised Learning, Matplotlib, Predictive Modeling, Exploratory Data Analysis, Data Science, Visualization (Computer Graphics), Pandas (Python Package), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Statistical Machine Learning, Data Visualization Software, Machine Learning, Statistical Visualization

    Credit offered

    Mastertrack · 6 - 12 Months

Linear Regression learners also search

Regression
Linear Programming
Regression Analysis
Linear Algebra
Regression Models
Logistic Regression
Predictive Modeling
Statistical Modeling
1…84858687

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

  • Master of Science in Data Science (Statistics): University of Leeds
  • Agentspace로 더 신속하게 지식 교환하기: Google Cloud
  • ベクトル検索とエンベディング: Google Cloud
  • Como modernizar sites com a IA generativa no Google Cloud: Google Cloud
  • Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®: Universidad de los Andes
  • Modernisasi Situs dengan AI Generatif di Google Cloud: Google Cloud
  • Data Science Graduate Certificate: University of Colorado Boulder
  • MBA Business Analytics: O.P. Jindal Global University
  • Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
  • Magíster en Business Analytics: Pontificia Universidad Católica de Chile

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

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Share your Coursera learning story

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