• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Statistical Theory
    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
     *

    Results for "statistical theory"

    • Status: Preview
      Preview
      T

      Tecnológico de Monterrey

      Fundamentos de la Industria de Hidrocarburos

      Skills you'll gain: Market Dynamics, Energy and Utilities, Chemical Engineering, Economics, Supply And Demand, Environmental Social And Corporate Governance (ESG), Socioeconomics, Production Process, Natural Resource Management, Environment and Resource Management, Recruitment

      4.4
      Rating, 4.4 out of 5 stars
      ·
      10 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Diabetes Disease Detection with XG-Boost and Neural Networks

      Skills you'll gain: Artificial Neural Networks, Exploratory Data Analysis, Applied Machine Learning, Predictive Modeling, Deep Learning, Classification And Regression Tree (CART), Data Analysis, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Statistical Analysis, Feature Engineering, Python Programming

      4.9
      Rating, 4.9 out of 5 stars
      ·
      10 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • G

      Google Cloud

      Vertex Pipelines: Qwik Start

      Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Applied Machine Learning, Data Pipelines, Tensorflow, Machine Learning

      Intermediate · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      From Data to Decisions: Getting Started with AI

      Skills you'll gain: Generative AI, Data Literacy, Data-Driven Decision-Making, Data Analysis, Exploratory Data Analysis, Descriptive Statistics, Analytical Skills, Artificial Intelligence, Statistical Analysis, Decision Making

      4.3
      Rating, 4.3 out of 5 stars
      ·
      9 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      H

      H2O.ai

      Practical Machine Learning on H2O

      Skills you'll gain: Unsupervised Learning, Deep Learning, Anomaly Detection, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Supervised Learning, Decision Tree Learning, Predictive Modeling, Random Forest Algorithm, Data Import/Export, Artificial Neural Networks, Data Modeling, Data Manipulation, Feature Engineering

      4.5
      Rating, 4.5 out of 5 stars
      ·
      74 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University at Buffalo

      Capstone - Managing Board Change for Higher Levels of Leadership and Governance Effectiveness

      Skills you'll gain: Peer Review, Governance, Consulting, Leadership and Management, Non-Profit Accounting, Philanthropy, Report Writing, Leadership, Performance Analysis, Organizational Change, Change Management, Organizational Effectiveness, Management Reporting, Analysis, Performance Measurement, Data Collection, Surveys

      4.4
      Rating, 4.4 out of 5 stars
      ·
      13 reviews

      Mixed · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Interpretable Machine Learning Applications: Part 4

      Skills you'll gain: Predictive Modeling, Applied Machine Learning, Data Analysis, Google Cloud Platform, Jupyter, Decision Tree Learning, Data Processing, Exploratory Data Analysis, Machine Learning, Random Forest Algorithm, Statistical Visualization

      4.7
      Rating, 4.7 out of 5 stars
      ·
      14 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free
      Free
      C

      Coursera Project Network

      Data Science Coding Challenge: Loan Default Prediction

      Skills you'll gain: Applied Machine Learning, Jupyter, Data Processing, Predictive Modeling, Machine Learning, Predictive Analytics, Data Manipulation, Data Science, Data Analysis, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      100 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      P

      Parsons School of Design, The New School

      Sustainable Construction in a Circular Economy

      Skills you'll gain: Construction, Architecture and Construction, Materials Management, Procurement, Building Design, Architectural Engineering, Construction Management, Civil Engineering, Environmental Engineering, Systems Thinking, Environmental Policy, Corporate Sustainability, Waste Minimization, Conceptual Design, Digital Transformation, Environment and Resource Management, Design Thinking, Health And Safety Standards, Innovation

      5
      Rating, 5 out of 5 stars
      ·
      20 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Decoding AI: A Deep Dive into AI Models and Predictions

      Skills you'll gain: Generative AI, Data Ethics, Data Analysis, Data-Driven Decision-Making, Data Literacy, Artificial Intelligence, Big Data, Predictive Modeling, Machine Learning, Media and Communications

      4.9
      Rating, 4.9 out of 5 stars
      ·
      16 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Packt

      Quantum Computing with Qiskit and Advanced Algorithms

      Skills you'll gain: Algorithms, Computer Hardware, IBM Cloud, Cryptography, Python Programming, Computer Programming, Telecommunications, Emerging Technologies, Theoretical Computer Science, Linear Algebra, Simulations

      4.4
      Rating, 4.4 out of 5 stars
      ·
      16 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Securing AI and Advanced Topics

      Skills you'll gain: Generative AI, Feature Engineering, Cybersecurity, Cyber Threat Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Threat Detection, Anomaly Detection, Artificial Intelligence, Security Testing, Reinforcement Learning, Machine Learning, Cloud Solutions, Performance Tuning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      12 reviews

      Intermediate · Course · 1 - 3 Months

    1…215216217…298

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

    • Fundamentos de la Industria de Hidrocarburos: Tecnológico de Monterrey
    • Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera Project Network
    • Vertex Pipelines: Qwik Start: Google Cloud
    • From Data to Decisions: Getting Started with AI: Vanderbilt University
    • Practical Machine Learning on H2O: H2O.ai
    • Capstone - Managing Board Change for Higher Levels of Leadership and Governance Effectiveness : University at Buffalo
    • Interpretable Machine Learning Applications: Part 4: Coursera Project Network
    • Data Science Coding Challenge: Loan Default Prediction: Coursera Project Network
    • Sustainable Construction in a Circular Economy: Parsons School of Design, The New School
    • Decoding AI: A Deep Dive into AI Models and Predictions: University of Michigan

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • ECTS Credit Recommendations

    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