• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Statistical Modeling

Statistical Modeling Courses

Statistical modeling courses can help you learn regression analysis, hypothesis testing, and data visualization techniques. You can build skills in interpreting statistical results, validating models, and making predictions based on data. Many courses introduce tools like R, Python, and Excel, that support implementing statistical methods and analyzing datasets effectively.

Popular Statistical Modeling Courses and Certifications


  • É

    École Polytechnique

    Hydro, Wind & Solar power: Resources, Variability & Forecast

    Skills you'll gain: Energy and Utilities, Climate Change Mitigation, Electrical Power, Climate Change Programs, Hydrology, Electric Power Systems, Time Series Analysis and Forecasting, Water Resource Management, Predictive Modeling, Environment, Estimation, Hydraulics, Mathematical Modeling, Systems Of Measurement, Physical Science

    4.6 stars, 152 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (152) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado System

    Design and Analyze Secure Networked Systems

    Skills you'll gain: Public Key Infrastructure, Cybersecurity, Information Systems Security, Data Security, Cyber Attacks, Information Assurance, Network Security, Risk Management Framework, Security Controls, Cryptography, Cryptographic Protocols, Key Management, Security Engineering, Threat Modeling, Security Management, Authorization (Computing), Encryption, Email Security, Data Integrity, Authentications

    3.9 stars, 242 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (242) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Advanced R Programming

    Skills you'll gain: R (Software), Object Oriented Programming (OOP), Object Oriented Design, R Programming, Debugging, Code Reusability, Functional Design, Programming Principles, Computer Programming Tools, Data Structures, Analysis, Performance Tuning, Performance Testing

    4.2 stars, 576 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.2 (576) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    API Development with the Apigee API Platform

    Skills you'll gain: API Gateway, Application Programming Interface (API), Cloud API, API Design, Application Deployment, Restful API, Continuous Deployment, AI Integrations, Cloud Deployment, LLM Application, Web Services, AI Security, CI/CD, AI Workflows, Token Optimization, Prompt Patterns, Proxy Servers, Large Language Modeling, Application Lifecycle Management, Simple Object Access Protocol (SOAP)

    4.6 stars, 1.1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (1.1K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Introdução à IA generativa

    Skills you'll gain: Generative AI, Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Large Language Modeling, Deep Learning, Machine Learning

    4.6 stars, 51 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (51) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • M

    Macquarie University

    Business intelligence and data analytics: Generate insights

    Skills you'll gain: Data Presentation, Data Visualization, Data Storytelling, Data Ethics, SAS (Software), Interactive Data Visualization, Business Analytics, Data Literacy, Dashboard Creation, Dashboard, Analytics, Demand Planning, Probability & Statistics, Data-Driven Decision-Making, Analytical Skills, Business Intelligence, Data Analysis, Advanced Analytics, Forecasting, Trend Analysis

    4.6 stars, 466 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (466) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Artificial Intelligence in Finance and Wealth Management

    Skills you'll gain: Education Software and Technology, Responsible AI, Wealth Management, Machine Learning Methods, Supervised Learning, Machine Learning, Financial Services, Applied Machine Learning, AI Personalization, Data Ethics, Machine Learning Algorithms, Learning Management Systems, Digital pedagogy, Artificial Intelligence, Compliance Training, AI literacy, AI Enablement, Relationship Management, Rapport Building, Financial Planning

    4.4 stars, 28 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.4 (28) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    3D Printing Hardware

    Skills you'll gain: Hardware Troubleshooting, 3D Modeling, Design Software, Electronic Hardware, Manufacturing Processes, Digital Design, Mechanical Design, Control Systems, Materials science, Electronic Components, Mechanical Engineering, Machine Controls, Maintenance, Repair, and Facility Services, Open Source Technology

    4.2 stars, 112 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (112) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Generative AI and Prompt Engineering Essentials

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Large Language Modeling, ChatGPT, Generative Model Architectures, Responsible AI, AI Security, OpenAI, AI Workflows, Model Evaluation, Natural Language Processing, Artificial Intelligence, Model Deployment

    4.5 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (15) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Sustainable Business Enterprises

    Skills you'll gain: Sustainable Business, Sustainable Development, Corporate Sustainability, Business Planning, Product Development, Consumer Behaviour, Environmental Issue, Sustainability Reporting, Business Strategies, Enterprise Modeling, Product Design, Design Thinking, Market Research, Business Development, Communication Strategies

    4.3 stars, 146 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (146) · Beginner · Course · 1 - 4 Weeks

    Category: Build toward a degree
    Build toward a degree
  • R

    Rice University

    Финансы для нефинансистов

    Skills you'll gain: Capital Budgeting, Finance, Capital Expenditure, Financial Analysis, Financial Modeling, Corporate Finance, Financial Acumen, Financial Statement Analysis, Financial Planning, Business Valuation, Financial Management, Return On Investment, Cash Flows, Spreadsheet Software, Financial Statements, Financial Market, Investment Management, Cash Flow Forecasting, Investments, Risk Analysis

    4.5 stars, 17 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (17) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of California, Irvine

    Programming for the Internet of Things Project

    Skills you'll gain: Test Planning, Embedded Software, Embedded Systems, User Requirements Documents, Functional Specification, Functional Requirement, Systems Design, Requirements Analysis, Test Case, System Requirements, System Design and Implementation, Development Testing, System Testing, Prototyping, Program Development, Software Documentation, Hardware Architecture, Python Programming

    4.7 stars, 957 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (957) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…188189190…505

In summary, here are 10 of our most popular statistical modeling courses

  • Hydro, Wind & Solar power: Resources, Variability & Forecast: École Polytechnique
  • Design and Analyze Secure Networked Systems: University of Colorado System
  • Advanced R Programming: Johns Hopkins University
  • API Development with the Apigee API Platform: Google Cloud
  • Introdução à IA generativa: Google Cloud
  • Business intelligence and data analytics: Generate insights: Macquarie University
  • Artificial Intelligence in Finance and Wealth Management: University of Illinois Urbana-Champaign
  • 3D Printing Hardware: University of Illinois Urbana-Champaign
  • Generative AI and Prompt Engineering Essentials: Edureka
  • Sustainable Business Enterprises: University of Illinois Urbana-Champaign

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