Statistics & Probability Courses and Certifications

Complete Machine Learning with R Studio - ML for 2026

2725 ratings at Udemy

Linear & Logistic Regression, Decision Trees, XGBoost, SVM & other ML models in R programming language - R studio

• Udemy
• 12 hours 3 minutes
• Self-Paced
• Paid Course

Career Certificate

Analytics for Decision Making

Learn to make data-driven decisions using predictive modeling, optimization, and simulation techniques. Develop skills in prescriptive analytics for optimal business problem-solving.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Simulation Models for Decision Making

Explore simulation techniques for complex business problems using probability concepts, Monte Carlo methods, and discrete event modeling to make informed decisions in uncertain environments.

• Coursera
• 17 hours 26 minutes
• Self-Paced
• Paid Course

Causal Inference Project Ideation

Master causal inference through field experiments and A/B testing, exploring ethical considerations, designing randomized trials, and analyzing observational data for data-driven organizational decision-making.

• Coursera
• 11 hours 44 minutes
• Self-Paced
• Paid Course

The Complete Quantum Computing Course

2866 ratings at Udemy

Learn everything you need to know about Quantum Computers, develop circuits to execute on them with Python and Qiskit!

• Udemy
• 15 hours 42 minutes
• Self-Paced
• Paid Course

Data Science Career Guide - Interview Preparation

2725 ratings at Udemy

Prepare for your Data Science Interview with this full guide on a career in Data Science including practice questions!

• Udemy
• 4 hours
• Self-Paced
• Paid Course

GRE Complete Prep: How to Score 330+ for Top Grad Schools

2706 ratings at Udemy

Master the New GRE: All the Math, Verbal, and Writing Skills You Need to Ace the Test!

• Udemy
• 1 day 3 hours 52 minutes
• Self-Paced
• Paid Course

Global Statistics - Composite Indices for International Comparisons

Explore composite indices for international comparisons, covering construction methods, technical properties, and applications. Learn about popular indices like globalization, youth labor market, and human development.

• Coursera
• 15 hours 52 minutes
• Self-Paced
• Paid Course

From Data to Decisions: Getting Started with AI

Gain insights into leveraging generative AI for data analysis, from structuring research questions to identifying variables and generating meaningful insights for better decision-making.

• Coursera
• 4 hours 6 minutes
• Self-Paced
• Paid Course

From Data to Decisions: Making Predictions with AI

Master predictive analytics using AI tools to run regression models, interpret statistical outputs, and transform raw data into actionable business insights and accurate forecasts.

• Coursera
• 1 hour 45 minutes
• Self-Paced
• Paid Course

From Data to Decisions: Finding Patterns with AI

Discover how to leverage AI tools for creating data visualizations, conducting statistical analyses, and generating clear explanations of patterns and relationships in your data.

• Coursera
• 4 hours 47 minutes
• Self-Paced
• Paid Course

Career Certificate

Data Science Foundations: Statistical Inference

Gain a solid foundation in probability theory, statistical inference, and data analysis using R. Master essential skills for statistical hypothesis testing and confidence intervals in data science applications.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Career Certificate

Statistical Thermodynamics

Explore advanced thermodynamics, from macroscopic to microscopic levels, covering gases, liquids, solids, and non-equilibrium behavior. Ideal for engineering students entering specialized fields or seeking advanced diagnostic techniques.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

Combining and Analyzing Complex Data

Aprenda a estimar estatísticas descritivas e parâmetros de modelos usando dados de pesquisa, técnicas de vinculação de registros e considerações éticas para combinar dados de diferentes fontes.

• Coursera
• 9 hours 59 minutes
• Self-Paced
• Paid Course

Statistical Estimation for Data Science and AI

Learn statistical inference, sampling distributions, and confidence intervals. Explore estimation methods, construct good estimators, and develop confidence intervals for various settings. Gain practical skills for data analysis and interpretation.

• Coursera
• 1 day 5 hours 23 minutes
• Self-Paced
• Paid Course