Uniform Distribution Courses and Certifications

Professor Knudson

Maximum Likelihood Estimation

Learn Maximum Likelihood Estimation basics and examples with Professor Knudson in under an hour.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Probability Distributions - Mean, Variance, MGF Derivation

Master the derivation of Mean, Variance, and Moment Generating Function for various Probability Distributions in this 8-hour online program.

• YouTube
• 8 hours
• On-Demand
• Free Online Course

Statistics is Fun A.H

Characteristics Function

Dive into the world of characteristic functions with Statistics is Fun A.H. Learn about various distributions and the Inversion Theorem in just 1-2 hours.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Statistics is Fun A.H

Method of Moments Topics

Learn statistical methods of moments for various distributions in less than an hour with Statistics is Fun A.H.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Statistics

Master the basics of statistics in less than an hour with this concise program. Learn about probability, distribution types, and interpreting confidence intervals with practical examples.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

jbstatistics

Continuous Probability Distributions

Learn about continuous random variables and probability distributions with jbstatistics. Master integration, derive mean and variance, and explore various distributions in 1-2 hours.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

The Organic Chemistry Tutor

Central Limit Theorem - Sampling Distribution of Sample Means - Stats & Probability

Learn the Central Limit Theorem with The Organic Chemistry Tutor. This 1-2 hour tutorial covers statistical symbols, distribution reviews, and probability problems with practical examples.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

TheIACR

Private Aggregation from Fewer Anonymous Messages

Dive into private aggregation with TheIACR's concise study of a Eurocrypt 2020 paper, exploring algorithms, uniform distribution, and variance in under an hour.

• YouTube
• 25 minutes
• On-Demand
• Free Online Course

Ryan O'Donnell

Quantum "Supremacy" - Lecture 25 of Quantum Computation at CMU

Dive into Quantum Computation with Ryan O'Donnell's lecture at Carnegie Mellon, exploring Quantum Supremacy, Error Correction, and Fault Tolerance.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Online Course

Introduction to Distributions in R

Beginner-friendly Coursera project on generating random numerical data from distributions in R and RStudio.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course

Introducción a Ciencias de Datos y Estadística Básica para Negocios

A 4-week course by Tecnológico de Monterrey, focusing on data science and basic statistics for business decision-making, including descriptive statistics, probability distributions, and interval estimation.

• edX
• 4 weeks, 5-8 hours a week
• On-Demand
• Free Online Course (Audit)

Indian Statistical Institute;  NPTEL

Introduction to Probability (with examples using R)

Learn fundamental probability concepts, standard distributions, and key theorems with Indian Statistical Institute. Utilize R for practical examples. Ideal for those with basic calculus and a year of undergraduate studies.

• Swayam
• 12 weeks
• Finished
• Free Online Course