Uniform Distribution Courses and Certifications

NPTEL-NOC IITM

Application of Uniform Distribution and Exponential Distribution

Explore the application of Poisson, continuous uniform, and exponential distributions in this concise statistical overview.

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

Mathematical Statistics for Data Science

372 ratings at Udemy

Ex-Google data scientist's guide to mathematical statistics, covering method of moments, maximum likelihood, and more

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

IEEE

The State of the Uniform - Attacks on Encrypted Databases Beyond the Uniform Query Distribution

Explores novel value reconstruction attacks on encrypted databases, leveraging search-pattern leakage to succeed without prior knowledge of query or data distribution for range and k-NN queries.

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

NPTEL-NOC IITM

Concept of Post Critical Buckling - Derivation of Non-uniform Stress Distribution Using Large Plate Deflection Theory

Explore the concept of post critical buckling and learn how to derive non-uniform stress distribution using large plate deflection theory.

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

The Organic Chemistry Tutor

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

Comprehensive exploration of the Central Limit Theorem, covering sampling distributions, statistical concepts, and probability problems with practical examples and various distribution types.

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

Insights into Mathematics

The Sign Rule and Continuous Probability Distributions - Probability and Statistics

Explore sign rule, continuous probability distributions, uniform and normal distributions, and key concepts like mean and variance for continuous random variables in probability and statistics.

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

The Julia Programming Language

Sampling and Random Variables in Julia - Lecture 9

Explore random sampling, probability distributions, and data visualization techniques using Julia, covering topics from basic coin tosses to complex probability densities and histogram normalization.

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

The Julia Programming Language

Probability via Computation - Week 4

Explore probability concepts through computational methods, covering random sampling, Monte Carlo simulations, Bernoulli trials, and the Central Limit Theorem with practical examples and visualizations.

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

Ryan O'Donnell

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

Explore quantum supremacy, its challenges, and implications in computational theory. Delve into error correction, threshold theorems, and the potential of quantum systems.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

The Organic Chemistry Tutor

Probability Distribution Formulas

Explore formulas for binomial, geometric, Poisson, uniform, and exponential probability distributions. Master key concepts to solve statistical problems effectively.

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

AnalystPrep

Commonly Tested Continuous Distributions for SOA Exam P - Probability

Master continuous uniform distributions and their applications in actuarial calculations, focusing on moments, modes, medians, and percentiles through practical automobile claim examples.

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

TheIACR

Private Aggregation from Fewer Anonymous Messages

Explore innovative techniques for private data aggregation, focusing on reducing anonymous messages while maintaining accuracy and privacy in distributed systems.

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

ACM SIGPLAN

VMC: A Dafny Library for Verified Monte Carlo Algorithms

Explore VMC, an open-source Dafny library for verified Monte Carlo algorithms, featuring proven samplers for standard distributions usable in Dafny, C#, and Java.

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

UofU Data Science

Continuous Random Variables and Probability Distributions - Lecture 7A

Master continuous random variables, probability density functions, and cumulative distribution functions while exploring uniform distribution concepts and practical applications.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

First Expansive Returns and Cross Sections

Explore the concept of first expansive power in continued fraction-like interval maps and its connection to cross sections of geodesic flow on hyperbolic surfaces, with proof of a key conjecture.

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