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Probability Courses

Probability courses can help you learn statistical reasoning, risk assessment, hypothesis testing, and the fundamentals of random variables. You can build skills in interpreting data distributions, calculating expected values, and applying Bayes' theorem in various contexts. Many courses introduce tools like R, Python, and Excel for data analysis, along with methods for simulating probabilistic models and visualizing outcomes.

Popular Probability Courses and Certifications


  • P

    Pontificia Universidad Católica de Chile

    Introducción a los modelos de demanda de transporte

    Skills you'll gain: Data Collection, Transportation Operations, Surveys, Statistical Modeling, Quantitative Research, Mathematical Modeling, Sampling (Statistics), Predictive Modeling, Statistical Methods, Regression Analysis, Network Model, Model Evaluation, Logistic Regression, Probability Distribution, Probability

    4.7 stars, 466 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (466) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Madecraft

    15 Mistakes to Avoid in Data Science

    Skills you'll gain: Statistical Reporting, Technical Communication, Data Ethics, Data Collection, Data Science, Data Quality, Sampling (Statistics), Data Cleansing, Data Visualization, Exploratory Data Analysis, Business Analysis, Data-Driven Decision-Making, Code Reusability, Data Validation, Stakeholder Communications, Data Analysis, Analytical Skills, Stakeholder Engagement, Model Evaluation, Critical Thinking

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Statistical Thermodynamics

    Skills you'll gain: Chemical Engineering, Chemistry, Thermal Management, Mechanics, Mechanical Engineering, Engineering Calculations, Mathematical Software, Process Engineering, Analytical Chemistry, Numerical Analysis, Vibrations, Differential Equations, Engineering, Physics, Applied Mathematics, Integral Calculus, Probability Distribution, Mathematical Modeling, Materials science, Physical Science

    4.5 stars, 1.1K reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.5 (1.1K) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Analytics for Decision Making

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Simulations, Operations Research, Probability Distribution, Mathematical Modeling, Supply Chain Planning, Supply Chain, Probability, Predictive Modeling, Statistical Methods, Data Preprocessing, Transportation, Supply Chain, and Logistics, Business Modeling, Simulation and Simulation Software, Model Training, Business Analytics, Workforce Management, Analytics, Predictive Analytics

    4.7 stars, 309 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (309) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python for Data Analytics & Predictive Modeling

    Skills you'll gain: Model Evaluation, Sampling (Statistics), NumPy, Pandas (Python Package), Data Literacy, Feature Engineering, Statistical Visualization, Data Analysis, Predictive Modeling, Analytics, Regression Analysis, Predictive Analytics, Statistics, Analysis, Computational Thinking, Data Science, Business Intelligence, Applied Machine Learning, Data Quality, Machine Learning

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Advanced Linear Models for Data Science 2: Statistical Linear Models

    Skills you'll gain: Regression Analysis, Linear Algebra, R Programming, Data Science, Probability Distribution, Statistical Modeling, Statistical Methods, Probability & Statistics, Applied Mathematics, Statistical Analysis, Statistics, Statistical Inference, Model Evaluation, Statistical Hypothesis Testing, Integral Calculus

    4.6 stars, 108 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.6 (108) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Erasmus University Rotterdam

    Enjoyable Econometrics

    Skills you'll gain: Econometrics, Data Collection, Probability & Statistics, Regression Analysis, Statistical Methods, Survey Creation, Data Compilation, Quantitative Research, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Modeling, Statistical Analysis, Correlation Analysis, Probability Distribution

    4.1 stars, 149 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.1 (149) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • N

    National Taiwan University

    機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations

    Skills you'll gain: Supervised Learning, Model Training, Machine Learning, Machine Learning Methods, Statistical Machine Learning, Model Evaluation, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Theoretical Computer Science, Classification Algorithms, Mathematical Modeling, Statistical Methods, Probability & Statistics, Algorithms, Statistical Inference

    4.9 stars, 938 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (938) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Geneva

    Simulation and modeling of natural processes

    Skills you'll gain: Simulations, Python Programming, Agentic systems, Statistical Methods, Programming Principles, Numerical Analysis, Mathematical Modeling, Simulation and Simulation Software, Probability, Applied Mathematics, Mathematical Software, Sampling (Statistics), Process Modeling, Event-Driven Programming, Mechanics

    4.3 stars, 413 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.3 (413) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Inferential and Predictive Statistics for Business

    Skills you'll gain: Business Analytics, Statistics, Statistical Inference, Statistical Hypothesis Testing, Statistical Modeling, Data Literacy, Analytics, Statistical Methods, Statistical Software, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Predictive Modeling, Probability & Statistics, Estimation, Statistical Reporting, Microsoft Excel, Forecasting, Sampling (Statistics)

    4.8 stars, 879 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (879) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Statistics for Genomic Data Science

    Skills you'll gain: Biostatistics, Bioinformatics, Exploratory Data Analysis, Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Statistical Modeling, Statistics, R Programming, Probability & Statistics, Data Preprocessing, Data Analysis, Statistical Inference, Regression Analysis, Data Pipelines, Logistic Regression, Analysis

    4.2 stars, 382 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.2 (382) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Meta

    Statistics Foundations

    Skills you'll gain: Bayesian Statistics, Descriptive Statistics, Statistical Hypothesis Testing, Statistical Inference, Statistical Software, Sampling (Statistics), Data Modeling, Statistics, Probability & Statistics, Statistical Analysis, Statistical Methods, Statistical Modeling, Marketing Analytics, Tableau Software, Data Analysis, Spreadsheet Software, Analytics, Descriptive Analytics, Time Series Analysis and Forecasting, Regression Analysis

    4.8 stars, 411 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
1…323334…59

In summary, here are 10 of our most popular probability courses

  • Introducción a los modelos de demanda de transporte: Pontificia Universidad Católica de Chile
  • 15 Mistakes to Avoid in Data Science: Madecraft
  • Statistical Thermodynamics: University of Colorado Boulder
  • Analytics for Decision Making: University of Minnesota
  • Python for Data Analytics & Predictive Modeling: EDUCBA
  • Advanced Linear Models for Data Science 2: Statistical Linear Models: Johns Hopkins University
  • Enjoyable Econometrics: Erasmus University Rotterdam
  • 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
  • Simulation and modeling of natural processes: University of Geneva
  • Inferential and Predictive Statistics for Business: University of Illinois Urbana-Champaign

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