• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Bayesian Statistics

    Bayesian Statistics Courses Online

    Understand Bayesian statistics for data analysis and decision making. Learn to apply Bayesian methods to real-world problems.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Bayesian Statistics Course Catalog

    • Status: Free Trial
      Free Trial
      P

      Packt

      Data Analysis with Pandas and Python

      Skills you'll gain: Pandas (Python Package), Matplotlib, Object Oriented Programming (OOP), Plot (Graphics), Data Import/Export, Data Visualization Software, Jupyter, Data Manipulation, Microsoft Excel, Data Analysis, Programming Principles, Data Analysis Software, Text Mining, Exploratory Data Analysis, Data Wrangling, Python Programming, Time Series Analysis and Forecasting, Data Transformation, Data Cleansing, Software Installation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      29 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      Università di Napoli Federico II

      Data Science con Python e R

      Skills you'll gain: Predictive Modeling, Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), NumPy, PyTorch (Machine Learning Library), Image Analysis, Pandas (Python Package), Matplotlib, R Programming, Python Programming, Deep Learning, Exploratory Data Analysis, Machine Learning, Artificial Neural Networks, Keras (Neural Network Library), Computer Programming, Scripting Languages, Programming Principles, Scripting

      4.3
      Rating, 4.3 out of 5 stars
      ·
      51 reviews

      Intermediate · Specialization · 1 - 3 Months

    • C

      Coursera Project Network

      Python for Data Visualization: Matplotlib & Seaborn

      Skills you'll gain: Matplotlib, Seaborn, Scatter Plots, Histogram, Data Visualization Software, Data Visualization, Statistical Visualization, Exploratory Data Analysis, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      68 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Portfolio Diversification using Correlation Matrix

      Skills you'll gain: Portfolio Management, Correlation Analysis, Investments, Risk Management, Financial Analysis, Asset Management, Financial Modeling, Market Data, Technical Analysis, Statistics

      4.5
      Rating, 4.5 out of 5 stars
      ·
      282 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      I

      IE Business School

      Trade, Immigration and Exchange Rates in a Globalized World

      Skills you'll gain: International Finance, International Relations, Economics, Financial Policy, Economic Development, Social Studies, Market Dynamics, Financial Market, Immigration Law, Supply And Demand, Analysis, Trend Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      298 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free
      Free
      E

      Erasmus University Rotterdam

      Enjoyable Econometrics

      Skills you'll gain: Econometrics, Statistical Methods, Regression Analysis, Statistical Analysis, Statistics, Data Analysis, Statistical Hypothesis Testing, Correlation Analysis, Time Series Analysis and Forecasting, Probability Distribution

      4.1
      Rating, 4.1 out of 5 stars
      ·
      125 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Foundations of Probability and Random Variables

      Skills you'll gain: Probability Distribution, Combinatorics, Probability & Statistics, Statistical Analysis, Bayesian Statistics, Data Analysis, Probability, Statistical Methods, R Programming, Simulations

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Applied Kalman Filtering

      Skills you'll gain: Bayesian Statistics, Control Systems, Numerical Analysis, Simulations, Mathematical Modeling, Estimation, Linear Algebra, Statistical Methods, Matlab, Global Positioning Systems, Advanced Mathematics, Statistical Inference, Anomaly Detection, Computational Thinking, Applied Mathematics, Probability Distribution, Sampling (Statistics), Continuous Monitoring, Engineering Calculations, Engineering Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      23 reviews

      Intermediate · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      Creating a Free Business Page with Blogger

      Skills you'll gain: Blogs, Content Creation, Content Marketing, Social Media, Google Analytics, Customer Engagement, Web Analytics, Business Marketing, Marketing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      225 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Total Data Quality

      Skills you'll gain: Data Quality, Data Governance, Data Processing, Data Integrity, Data Access, Data Management, Data Validation, Data Strategy, Data Collection, Data Analysis, Statistical Analysis, Sampling (Statistics), Statistical Methods

      4.6
      Rating, 4.6 out of 5 stars
      ·
      52 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Simplilearn

      CBAP Certification Business Analysis Training

      Skills you'll gain: Scope Management, Requirements Management, Business Analysis, Stakeholder Engagement, Cost Estimation, Project Planning, Project Management Office (PMO), Descriptive Statistics, Stakeholder Management, Excel Macros, Microsoft Excel, Project Management, Earned Value Management, Business Analytics, Pivot Tables And Charts, Data Visualization, Business Requirements, Quality Management, Data Analysis, Data Validation

      4
      Rating, 4 out of 5 stars
      ·
      10 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      K

      Kennesaw State University

      The Analyze Phase for the 6 σ Black Belt

      Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Statistical Hypothesis Testing, Statistical Analysis, Statistical Methods, Probability & Statistics, Analysis, Statistical Inference, Data Analysis, Analytical Skills, Correlation Analysis, Statistics, Regression Analysis, Root Cause Analysis, Risk Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      49 reviews

      Mixed · Course · 1 - 3 Months

    Bayesian Statistics learners also search

    R Statistics
    Applied Statistics
    Beginner Statistics
    Statistics Projects
    Advanced Statistics
    Statistics
    Basic Statistics
    Statistics for Data Science
    1…555657…111

    In summary, here are 10 of our most popular bayesian statistics courses

    • Data Analysis with Pandas and Python: Packt
    • Data Science con Python e R: Università di Napoli Federico II
    • Python for Data Visualization: Matplotlib & Seaborn: Coursera Project Network
    • Portfolio Diversification using Correlation Matrix: Coursera Project Network
    • Trade, Immigration and Exchange Rates in a Globalized World: IE Business School
    • Enjoyable Econometrics: Erasmus University Rotterdam
    • Foundations of Probability and Random Variables: Johns Hopkins University
    • Applied Kalman Filtering: University of Colorado System
    • Creating a Free Business Page with Blogger: Coursera Project Network
    • Total Data Quality: University of Michigan

    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

    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