Expected Values Courses and Certifications

Paul G. Allen School

Statistical Learning IV - Robert Schapire, Microsoft Research

Explore statistical learning with Robert Schapire, covering expected value theorems, ghost samples, PAC learning, and finite hypothesis spaces in this comprehensive lecture.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Statistical Inference

34 reviews

Learn to draw conclusions from data using statistical inference techniques, covering probability, distributions, hypothesis testing, and advanced methods for robust analysis.

• Coursera
• 54 hours
• On-Demand
• Free Online Course (Audit)

Fat Chance: Probability from the Ground Up

6 reviews

Increase your quantitative reasoning skills through a deeper understanding of probability and statistics.

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

Data Science: Probability

58 ratings at edX

Learn probability theory -- essential for a data scientist -- using a case study on the financial crisis of 2007-2008.

• edX
• 8 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Advanced Linear Models for Data Science 2: Statistical Linear Models

100 ratings at Coursera

Explore advanced linear algebra and statistical concepts for regression modeling, enhancing your understanding of least squares, multivariate distributions, and residual analysis.

• Coursera
• 5 hours 40 minutes
• On-Demand
• Free Online Course (Audit)

An Intuitive Introduction to Probability

1836 ratings at Coursera

Intuitive introduction to probability theory, covering key concepts and practical applications. Gain tools to handle uncertainty in daily life through engaging modules and exercises.

• Coursera
• 1 day 5 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

Risk and Financial Crises - Probability Theory in Financial Markets

Explore probability theory in financial crises context, covering expected value, variance, covariance, and regression analysis. Learn about risk decomposition and the limitations of normal distribution assumptions in finance.

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

Essential Poker Math for No Limit Hold'em

518 ratings at Udemy

Fundamental and Easy-To-Learn No Limit Hold’em Mathematics You Need To Know

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

Probability and Statistics II: Random Variables – Great Expectations to Bell Curves

Explore discrete and continuous random variables, their properties, and applications. Learn about joint variables, independence, and correlation. Practice with R for statistical analysis.

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

Microcredential

Probability/Random Variables

Explore probability concepts and random variables, enhancing modeling skills for real-world applications. Learn about discrete and continuous variables, expected values, and joint distributions using R statistical package.

• edX
• 7 weeks, 6-11 hours a week
• On-Demand
• $498.00
• 2 courses

The Open University

Decision trees and dealing with uncertainty

3 ratings at OpenLearn

This free course introduces basic ideas of probability. It focuses on dealing with uncertainty in a financial context and explores decision trees, a powerful decision-making technique, which can ...

• OpenLearn
• 5 hours
• On-Demand
• Free Certificate

Probability: Basic Concepts & Discrete Random Variables

Learn fundamental concepts of mathematical probability to prepare for a career in the growing field of information and data science.

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

METUopencouseware

Probability and Random Variables

2 reviews

Comprehensive exploration of probability theory and random variables, covering axioms, distributions, expectations, and advanced concepts for a solid foundation in statistical analysis.

• YouTube
• 1 day 4 hours
• On-Demand
• Free Video

What Are the Chances? Probability Made Clear

84 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 Bites

Comprehensive video series covering key engineering probability concepts, from basic axioms to advanced topics like hypothesis testing and random number generation.

• YouTube
• 11 hours
• On-Demand
• Free Video