• 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


  • P

    Packt

    PL-300 Microsoft Power BI Analyst Certification Guide

    Skills you'll gain: Data Wrangling, Data Management, Data Presentation, Security Management, Model Optimization, Advanced Analytics, Pivot Tables And Charts

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Titanic Survival Prediction Using Machine Learning

    Skills you'll gain: Feature Engineering, Data Cleansing, Data Visualization, Data Preprocessing, Logistic Regression, Model Training, Predictive Modeling, Statistical Machine Learning, Applied Machine Learning, Data Processing, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning, Machine Learning Methods, Model Evaluation, Classification Algorithms, Data Science, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    19 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • I

    Institut Mines-Télécom

    La Data Intelligence au service des organisations

    Skills you'll gain: Data Governance, Data Management, Data Strategy, Business Intelligence, Data Modeling, Data Quality, Data Literacy, Digital Transformation, General Data Protection Regulation (GDPR), Data-Driven Decision-Making, Analytics, Regulation and Legal Compliance, Information Systems, Data Analysis, Big Data, Data Processing, Data Visualization, Artificial Intelligence, Business Strategy, Information Privacy

    4.1
    Rating, 4.1 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • D

    Dassault Systèmes

    xDesign Foundations: Sketching and Extrusion

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Drafting and Engineering Design, 3D Modeling, Engineering Design Process, Mechanical Design, Design Software, Mechanical Engineering

    4.2
    Rating, 4.2 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Market Analysis

    Skills you'll gain: Customer Acquisition Management, Target Market, Market Opportunities, Competitive Analysis, Go To Market Strategy, Persona Development, Value Propositions, Strategic Partnership, Target Audience, Product Planning, Product Management, Business Strategy, Business Modeling, Product Knowledge, Product Lifecycle Management, Product Requirements

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Universal Theories

    Skills you'll gain: Physics, Materials science, Physical Science, Mathematical Modeling, Advanced Mathematics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Cybersecurity & Data Privacy for Technical Product Managers

    Skills you'll gain: Agile Methodology, Security Management, Cyber Governance, Cyber Security Assessment, Technical Management, Audit Planning, Risk Management Framework, Cyber Risk, Performance Metric, Business Ethics, Law, Regulation, and Compliance, Risk Management

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Ace Salesforce Certified Tableau Desktop Foundations Exam

    Skills you'll gain: Data Visualization, Data Presentation, Data Literacy, Statistical Visualization, Interactive Data Visualization, Data Visualization Software, Dashboard Creation, Dashboard, Scatter Plots, Data Analysis, Data Manipulation, Software Installation, Data Import/Export, Data Management

    Beginner · Course · 1 - 3 Months

  • L

    LearnQuest

    Getting Started with Teradata

    Skills you'll gain: Teradata SQL, Data Modeling, Database Design, Database Administration, Database Systems, Data Store, Database Architecture and Administration, Database Management, Database Management Systems, Relational Databases, Data Architecture, Data Warehousing, SQL, Data Import/Export, Query Languages, Data Processing, Extract, Transform, Load, Software Installation, Performance Tuning, Role-Based Access Control (RBAC)

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    BigQuery Machine Learning using Soccer Data

    Skills you'll gain: Analytics, Statistical Machine Learning, Google Cloud Platform, Model Evaluation, Predictive Analytics, Applied Machine Learning, Data Analysis, Predictive Modeling

    Intermediate · Project · Less Than 2 Hours

  • C

    Coursera

    Uncover Product Insights: Analyze Engagement Metrics

    Skills you'll gain: Statistical Reporting, Web Analytics, Statistical Process Controls, Data Analysis, Statistical Analysis, Strategic Decision-Making, Analytics, Statistical Methods, Quality Monitoring, Business Metrics, Performance Metric, Anomaly Detection, Descriptive Analytics, Customer Engagement, Benchmarking

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Seaborn Python: Visualize & Analyze Data Distributions

    Skills you'll gain: Data Visualization, Plot (Graphics), Statistical Methods, Statistical Modeling, Descriptive Statistics

    Mixed · Course · 1 - 4 Weeks

1…316317318…452

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

  • PL-300 Microsoft Power BI Analyst Certification Guide: Packt
  • Titanic Survival Prediction Using Machine Learning: Coursera
  • La Data Intelligence au service des organisations: Institut Mines-Télécom
  • xDesign Foundations: Sketching and Extrusion: Dassault Systèmes
  • Market Analysis: University of Minnesota
  • Universal Theories: University of Colorado Boulder
  • Cybersecurity & Data Privacy for Technical Product Managers: Coursera
  • Ace Salesforce Certified Tableau Desktop Foundations Exam: Packt
  • Getting Started with Teradata: LearnQuest
  • BigQuery Machine Learning using Soccer Data: Google Cloud

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