Probability Courses and Certifications

Introduction to Probability and Statistics for Machine Learning

Master essential probability and statistics concepts crucial for machine learning, from basic probability and descriptive statistics to hypothesis testing and linear regression analysis.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Probability and Statistics for Business and Data Science

7976 ratings at Udemy

Learn how to apply probability and statistics to real data science and business applications!

• Udemy
• 5 hours 14 minutes
• On-Demand
• Paid Course

Computational Probability and Inference

3 reviews

Learn fundamentals of probabilistic analysis and inference. Build computer programs that reason with uncertainty and make predictions. Tackle machine learning problems, from recommending movies to spam filtering to robot navigation.

• edX
• 12 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Workshop in Probability and Statistics

4857 ratings at Udemy

This workshop will teach you the fundamentals of statistics in order to give you a leg up at work or in school.

• Udemy
• 22 hours 13 minutes
• On-Demand
• Paid Course

Decision Making with Probability & Statistics, Do it Right.

2980 ratings at Udemy

For Good, Data driven Business Decision-Making : Avoid Probability and Statistics Misconceptions and Mistakes.

• Udemy
• 2 hours 54 minutes
• On-Demand
• Paid Course

Introduction to Probability

42 ratings at edX

Learn probability, an essential language and set of tools for understanding data, randomness, and uncertainty.

• edX
• 10 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Probability and Statistics

1737 ratings at Udemy

Master fundamental probability concepts, data analysis techniques, and statistical inference methods including binomial experiments, confidence intervals, and hypothesis testing.

• Udemy
• 8 hours 30 minutes
• On-Demand
• Paid Course

Advanced Options Concepts - Probability, Greeks, Simulation

866 ratings at Udemy

Deep dive into Probability, Greek subtleties, and Options simulation. Learn how they affect Option prices and strategies

• Udemy
• 2 hours 1 minute
• On-Demand
• Paid Course

Introduction to Probability and Data with R

6 reviews

Learn sampling, data exploration, and basic probability using R. Gain practical skills in statistical analysis through hands-on exercises and a final project.

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

Análisis estadístico con Excel

146 reviews

Este curso en línea entrega al estudiante los conocimientos fundamentales de estadística para el análisis de datos, tanto a nivel personal como empresarial.

• edX
• 4 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Microcredential

Foundations of Probability and Statistics

345 ratings at Coursera

Master probability, statistics, and stochastic processes with direct applications to data science and AI through three comprehensive mathematical foundations.

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

Basic Statistics

13 reviews

Explore statistical concepts, from descriptive methods to inferential techniques. Learn to calculate, interpret, and apply statistics using real-world examples and free software.

• Coursera
• 17 hours 25 minutes
• On-Demand
• Paid Course

Probability and Statistics I: A Gentle Introduction to Probability

14 ratings at edX

This course provides an introduction to basic probability concepts. Our emphasis is on applications in science and engineering, with the goal of enhancing modeling and analysis skills for a variety of real-world problems.

• edX
• 3 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

Mathologer

Win a Small Fortune With Counting Cards - The Math of Blackjack and Co.

Explore the mathematics behind casino games like blackjack and roulette, including card counting techniques and strategies for gaining an edge over the house.

• YouTube
• 22 minutes
• On-Demand
• Free Video

The Royal Institution

What Happens When Maths Goes Wrong? - With Matt Parker

Explore real-world consequences of mathematical errors with comedian Matt Parker. From bridge collapses to plane crashes, discover how small miscalculations can lead to big disasters in this entertaining and eye-opening talk.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video