Expected Values Courses and Certifications

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
• Paid Course

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

Steve Brunton

Properties of the Expected Value

Explore key properties of expected values including sums, independent products, and functions of random variables with mathematical derivations and examples.

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

Data Analysis: Basic Probability and Statistics

7 reviews

Increase your quantitative reasoning skills through a deeper understanding of probability and statistics, with the engaging "Fat Chance" approach that's made this course a favorite among learners worldwide.

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

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

Steve Brunton

Two Examples of Expected Values and Functions - Temperature in C vs F and the Kinetic Theory of Gases

Explore temperature conversions and kinetic theory through expected values, covering linear transformations and Maxwell's distribution in gas dynamics applications.

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

UofU Data Science

Expected Values in Random Variables - Lecture 9.5

Master the fundamentals of random variables and their expected values, exploring key concepts like independence and probability distributions in statistical analysis.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

An Intuitive Introduction to Probability

1883 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
• Paid Course

Data Science: Probability

64 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

107 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
• Paid Course

Essential Poker Math for No Limit Hold'em

629 ratings at Udemy

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

• Udemy
• 9 hours 47 minutes
• 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

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)

Decision-Making Under Uncertainty with ChatGPT

205 ratings at Udemy

Master decision frameworks that prevent costly mistakes in volatile environments.

• Udemy
• 1 day 13 hours 38 minutes
• On-Demand
• Paid Course