• 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


  • Status: Free Trial
    Free Trial
    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

  • G

    Google Cloud

    Modernisasi Situs dengan AI Generatif di Google Cloud

    Skills you'll gain: Generative AI, Prompt Engineering, Google Cloud Platform, User Experience, Information Architecture, Content Management

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    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

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Tag Content Smartly

    Skills you'll gain: Collaborative Software, Information Architecture, Packaging and Labeling, Organizational Skills, Keyword Research, Content Optimization, Content Management, Document Management, Cross-Functional Collaboration, Data Visualization, Information Management, Verification And Validation, Vocabulary, Data Management, Data Mining, Trend Analysis, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    C

    Coursera

    Introduction to Tempo for Distributed Tracing

    Skills you'll gain: Kubernetes, Microservices, Problem Management, Application Performance Management, Grafana, Performance Tuning, Software Visualization, Dependency Analysis, Debugging, Multi-Tenant Cloud Environments, Incident Management, Incident Response, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Card Sorting: Organize Content with Card Sort Techniques

    Skills you'll gain: Information Architecture, User Experience, Content Management, Usability, UI/UX Research, Usability Testing, Design Research, User Centered Design, User Research, Statistical Analysis, Content Strategy, Goal Setting, Team Management, Sample Size Determination

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Build & Customize a PrestaShop Medical E-Commerce Store

    Skills you'll gain: Merchandise Displays, Merchandising, Visual Merchandising, Workflow Management, Project Scoping, E-Commerce, Business Workflow Analysis, Content Management Systems, Information Architecture, Project Planning, User Interface and User Experience (UI/UX) Design, Software Installation

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    2

    28DIGITAL

    Problem-Dependent Resampling Techniques

    Skills you'll gain: Spatial Analysis, Spatial Data Analysis, Model Evaluation, Statistical Methods, Statistical Hypothesis Testing, Sampling (Statistics), Feature Engineering, Dependency Analysis, Drug Interaction, Analysis, Sample Size Determination, Analytics, Applied Machine Learning, Correlation Analysis, Data Synthesis, Machine Learning, Analytical Skills, Data Processing, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • I

    Indian Statistical Institute

    Postgraduate Diploma in Applied Statistics

    Skills you'll gain: Sampling (Statistics), Database Management, Sample Size Determination, Time Series Analysis and Forecasting, Spatial Data Analysis, Statistical Machine Learning, Probability, Database Management Systems, Descriptive Statistics, NumPy, Probability Distribution, Economics, Data Compilation, Dimensionality Reduction, Lifelong Learning, Regression Analysis, Surveys, Logistic Regression, Text Mining, International Finance

    Postgraduate Diploma · 6 - 12 Months

  • 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

  • U

    University of Pittsburgh

    Master of Data Science

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

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Preview
    Preview
    B

    Birla Institute of Technology & Science, Pilani

    Cryptography

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

    Intermediate · Course · 1 - 3 Months

1…104105106107

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

  • Build Robust Java ML Models with Entropy: Coursera
  • Modernisasi Situs dengan AI Generatif di Google Cloud: Google Cloud
  • Design a Parallax Business Consultancy Website Project: EDUCBA
  • Tag Content Smartly: Coursera
  • Introduction to Tempo for Distributed Tracing: Coursera
  • Card Sorting: Organize Content with Card Sort Techniques: Packt
  • Build & Customize a PrestaShop Medical E-Commerce Store: EDUCBA
  • Problem-Dependent Resampling Techniques: 28DIGITAL
  • Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
  • Data Science Graduate Certificate: University of Colorado Boulder

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