Probability Courses and Certifications

Advanced Probability: Uncertainty in Data

Develop a better intuition for advanced probability, risk assessment, and simulation techniques to make data-driven business decisions with confidence.

• DataCamp
• 2 hours
• On-Demand
• Free Trial Available

Probability

Discover fundamental probability concepts from basic theory to binomial distributions, conditional probability, and Bayes' Rule to enhance data-driven decision making.

• Udacity
• 13 hours
• On-Demand
• Paid Course

Probability - The Science of Uncertainty and Data

34 reviews

Build foundational knowledge of data science with this introduction to probabilistic models, including random processes and the basic elements of statistical inference -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 16 weeks, 10-14 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Foundations of Probability and Random Variables

Master fundamental probability concepts and random variable analysis while gaining practical R programming skills for data science and statistical modeling applications.

• Coursera
• 2 days 1 hour 8 minutes
• On-Demand
• Paid Course

Probability and Statistics in Data Science using Python

32 reviews

Using Python, learn statistical and probabilistic approaches to understand and gain insights from data.

• edX
• 10 weeks, 10-12 hours a week
• On-Demand
• Free Online Course (Audit)

Steve Brunton

Probability Bootcamp

Master probability fundamentals from counting to advanced distributions, including CLT, Bayes' theorem, and random variables for data science applications.

• YouTube
• 10 hours 37 minutes
• On-Demand
• Free Video

Machine Learning Foundations: Probability

185 ratings at LinkedIn Learning

Get an in-depth introduction to probability, find out why it’s a prerequisite for machine learning, and learn how to use it to design and implement machine learning algorithms.

• LinkedIn Learning
• 1 hour 24 minutes
• On-Demand
• Free Trial Available

What Are the Chances? Probability Made Clear

85 ratings at The Great Courses Plus

Explore the fundamental concepts and fascinating applications of probability in this fun and engaging course by an award-winning mathematician.

• The Great Courses Plus
• 6 hours 11 minutes
• On-Demand
• Free Trial Available

Probability and Mathematical Statistics

Master fundamental probability concepts and statistical methods through rigorous mathematical exploration, from random events to hypothesis testing, with practical applications in economics and management.

• XuetangX
• On-Demand
• Free Online Course

Predicting with Probability

Introduction to Probability Data Analysis Fundamentals Fluency in converting between decimals and percentages.

• Brilliant
• On-Demand
• Paid Course

Probability and Chance

Discover probability fundamentals through card drawing, dice rolling, and coin tossing to calculate likelihoods, expected values, and optimize decision-making with conditional probability concepts.

• Brilliant
• On-Demand
• Paid Course

Stanford CS109 - Future of Probability - Lecture 28

Explore the future of probability in computer science with Stanford's expert insights, covering advanced concepts and their applications in emerging technologies.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

The Organic Chemistry Tutor

Probability Explained

Learn to solve probability word problems using marbles, covering basic concepts, compound events, and calculations with/without replacement through examples and practice problems.

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

Professor Leonard

The Addition Rule for Probability

Learn the Addition Rule for Probability, a fundamental concept in statistics. Understand how to calculate probabilities for multiple events and apply this rule to solve real-world problems.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

The Organic Chemistry Tutor

Normal Distribution & Probability Problems

Comprehensive introduction to normal distribution and probability, covering calculation methods, practice problems, and key concepts like the 68-95-99.7 rule for a solid understanding of the topic.

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