• 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


  • U

    University of Minnesota

    Business Model & Product Pitch

    Skills you'll gain: Entrepreneurship, Growth Strategies, Entrepreneurial Finance, Business Planning, Product Planning, Cost Management, Product Development, New Product Development, Business Development, Value Propositions, Investments, Presentations, Customer Acquisition Management, Fundraising, Revenue Forecasting

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Marketing Research and Analytics

    Skills you'll gain: Market Research, Surveys, Survey Creation, Consumer Behaviour, Sampling (Statistics), Report Writing, Business Research, Research Methodologies, Research Design, Customer Analysis, Research Reports, Case Studies, Statistical Hypothesis Testing, Global Marketing, Marketing, Data Collection, Quantitative Research, Customer Insights, Competitive Analysis, Data Analysis

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Corporate Finance Institute

    Portfolio Optimization with Python - Case Study

    Skills you'll gain: Data Visualization, Portfolio Management, Portfolio Risk, Statistical Visualization, Plot (Graphics), Return On Investment, Market Data, Investment Management, Financial Modeling, Scatter Plots, Decision Making, Performance Measurement, Performance Analysis, Financial Market, Financial Analysis, Pandas (Python Package), Investments, Resource Allocation, Descriptive Analytics, Simulation and Simulation Software

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    LearnQuest

    Implementing Security in IoT and Edge Devices

    Skills you'll gain: Hardening, Security Engineering, Endpoint Security, Security Controls, Internet Of Things, Computer Hardware, Encryption, Network Security, Vulnerability Assessments, Cybersecurity, Threat Modeling, Data Security, Vulnerability Management, General Data Protection Regulation (GDPR), Personally Identifiable Information, Cryptography, Information Privacy

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    AI Driven Machine Learning with Python

    Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Matplotlib, Feature Engineering, Time Series Analysis and Forecasting, Data Preprocessing, Jupyter, Image Analysis, Cloud Deployment, Scikit Learn (Machine Learning Library), Applied Machine Learning, Tensorflow, Amazon Web Services, Python Programming, Data Transformation, Logistic Regression, Health Informatics, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)

    4.8 stars, 13 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (13) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Strategic Sourcing and Prioritization

    Skills you'll gain: Strategic Sourcing, Procurement, Supplier Management, Strategic Prioritization, Supplier Risk Management, Prioritization, Risk Mitigation, Supplier Performance Management, Risk Analysis, Generative AI Agents, Market Intelligence, Market Research, Decision Making, Supplier Quality Management, Data-Driven Decision-Making, Cost Benefit Analysis, Operating Cost, Analysis, Corporate Sustainability, Financial Modeling

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Google Cloud Product Fundamentals 日本語版

    Skills you'll gain: Digital Transformation, Google Cloud Platform, Google Workspace, Cloud Management, Business Transformation, Collaborative Software, Database Application, Software As A Service, Artificial Intelligence and Machine Learning (AI/ML), Cost Management, Cloud Computing, Application Development, Cloud Infrastructure, Cloud Storage, Cloud Services, Artificial Intelligence, Culture Transformation, Applied Machine Learning, Machine Learning, Data Storage

    4.8 stars, 6 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (6) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • N

    Northeastern University

    Generative AI: Foundations and Concepts

    Skills you'll gain: Generative AI, Generative Model Architectures, Convolutional Neural Networks, Artificial Neural Networks, Model Optimization, Deep Learning, Model Training, Bayesian Network, Mathematical Modeling, Estimation, Model Evaluation, Applied Mathematics, Network Architecture, Probability Distribution

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • F

    Fundação Instituto de Administração

    Fundamentos de Inteligência Artifical em Marketing

    Skills you'll gain: Data-Driven Marketing, Marketing Strategies, Customer experience strategy (CX), Digital Transformation, Marketing Analytics, Marketing, MarTech, Data-Driven Decision-Making, Applied Machine Learning, Predictive Analytics, Machine Learning Methods, Digital Marketing, Customer Engagement, Machine Learning Algorithms, Machine Learning, Advanced Analytics, Innovation, Brand Strategy, Deep Learning, Artificial Intelligence

    4.8 stars, 8 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (8) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Der Werkzeugkasten des Data Scientist

    Skills you'll gain: Rmarkdown, Data Science, Version Control, R (Software), Big Data, R Programming, General Science and Research, Software Development Tools, GitHub, Statistical Programming, Git (Version Control System), Software Versioning, Software Configuration Management, Data Analysis, Statistical Reporting, Integrated Development Environments, Software Installation

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    Universidad Austral

    NLP Modelos y Algoritmos

    Skills you'll gain: Natural Language Processing, Machine Learning Algorithms, Artificial Neural Networks, Machine Learning Methods, Tensorflow, Applied Machine Learning, Deep Learning, Model Training, Scikit Learn (Machine Learning Library), Python Programming, Jupyter, Machine Learning, Algorithms, Network Architecture

    3.7 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.7 (10) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Analyze Financials: Spot Audit Triggers

    Skills you'll gain: Financial Auditing, External Auditing, Analysis, Financial Modeling, Cash Flow Forecasting, Business Modeling

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…398399400…505

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

  • Business Model & Product Pitch: University of Minnesota
  • Marketing Research and Analytics: EDUCBA
  • Portfolio Optimization with Python - Case Study: Corporate Finance Institute
  • Implementing Security in IoT and Edge Devices: LearnQuest
  • AI Driven Machine Learning with Python: EDUCBA
  • Strategic Sourcing and Prioritization: Coursera
  • Google Cloud Product Fundamentals 日本語版: Google Cloud
  • Generative AI: Foundations and Concepts: Northeastern University
  • Fundamentos de Inteligência Artifical em Marketing: Fundação Instituto de Administração
  • Der Werkzeugkasten des Data Scientist: Johns Hopkins University

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