Probability Theory Courses and Certifications

Probabilistic Systems Analysis and Applied Probability

A course on the modeling and analysis of random phenomena and processes, including the basics of statistical inference.

• MIT OpenCourseWare
• 21 hours
• On-Demand
• Free Video

Sports Management: Data and Analytics

321 ratings at Udemy

Learn the Concepts Behind Data Analytics and How They Can be Used to Produce Better Results On and Off the Pitch

• Udemy
• 3 hours 19 minutes
• On-Demand
• Paid Course

FRM Part 1 - Book 2 - Quantitative Analysis

318 ratings at Udemy

Master essential quantitative analysis concepts for FRM Part 1, from probability fundamentals to advanced statistical methods, simulation techniques, and time series analysis for effective financial risk management.

• Udemy
• 9 hours 3 minutes
• On-Demand
• Paid Course

Introduction to Scientific Machine Learning

1 review

Learn the basics of machine learning with hands-on practical examples on engineering applications.

• edX
• 16 weeks, 6-7 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Statistics and Applied Data Analysis

46 ratings at Coursera

Master statistical concepts from basics through advanced analysis, using Excel and R for data visualization, hypothesis testing, and predictive modeling across three progressive levels.

• Coursera
• 12 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Stochastic Calculus

243 ratings at Udemy

Learn or refresh your stochastic calculus with a full lecture, practical examples and 20+ exercises and solutions.

• Udemy
• 2 hours 33 minutes
• On-Demand
• Paid Course

Discrete Math for Computer Science - Counting & Probability

Master combinatorial counting and probability theory to analyze algorithms, model uncertainty, and solve complex computational problems with systematic mathematical precision.

• Coursera
• 14 hours 21 minutes
• On-Demand
• Paid Course

Modern AI Models for Vision and Multimodal Understanding

23 ratings at Coursera

Explore cutting-edge AI architectures from SVMs and Fourier transforms to transformers, CLIP, and diffusion models for advanced vision and multimodal understanding applications.

• Coursera
• 12 hours 40 minutes
• On-Demand
• Paid Course

Discrete-Time Markov Chains and Monte Carlo Methods

Explore discrete-time Markov chains, Monte Carlo methods, and their applications in AI, reinforcement learning, and stochastic simulation with mathematical rigor.

• Coursera
• 1 day 8 hours 32 minutes
• On-Demand
• Paid Course

Microcredential

Mastering Probability and Statistics

Comprehensive introduction to probability theory and statistics, covering descriptive and inferential techniques. Learn to apply concepts using R software on real datasets.

• edX
• 9 weeks, 4-6 hours a week
• On-Demand
• $298.00

AI Workflow: Business Priorities and Data Ingestion

189 ratings at Coursera

Explore AI workflow in enterprise settings, covering design thinking, scientific approach, and data ingestion. Learn to prioritize business opportunities and build data pipelines using Python.

• Coursera
• 7 hours 35 minutes
• On-Demand
• Paid Course

Master Statistics for Data Science and Business Analysis

170 ratings at Udemy

Master foundational statistical concepts and their practical applications in data science and business analysis, from central tendency to probability theorems and data classification.

• Udemy
• 7 hours 48 minutes
• On-Demand
• Paid Course

Statistics for AI Data Science and Business Analysis - 2026

165 ratings at Udemy

Statistics you need at the Project : Descriptive and Inferential statistics, Hypothesis testing, Regression analysis

• Udemy
• 1 day 2 hours 18 minutes
• On-Demand
• Paid Course

The Actuarial Science Collection

139 ratings at Udemy

Gain insights into comprehensive actuarial science fundamentals, covering risk management, financial mathematics, investments, survival models, and professional practices for aspiring actuaries.

• Udemy
• 12 hours 18 minutes
• On-Demand
• Paid Course

Essentials of business risk analysis modeling

128 ratings at Udemy

How to build business models that incorporate uncertainty, and how these models can improve business decisions.

• Udemy
• 3 hours
• On-Demand
• Paid Course