Probability Density Functions Courses and Certifications

MIT RES.6-012 Introduction to Probability, Spring 2018

Comprehensive introduction to probability theory, covering key concepts, tools, and applications. Explores discrete and continuous probability, random variables, inference, and stochastic processes through lectures and examples.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Online Course

Univariate continuous distribution theory

2 ratings at OpenLearn

This free course looks at a number of the basic properties of statistical models. Section 1 is concerned with the distributions of continuous random variables which are described by their ...

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

Probability and Random Processes

3 reviews

Explore random variables, probability distributions, and stochastic processes through intuitive explanations and practical applications in parameter estimation and noisy measurements.

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

Coding Train

Pi Revealed in a Pile of Toothpicks

1 review

Discover how dropping toothpicks can approximate pi in this coding simulation. Learn about Buffon's Needle problem, probability density functions, and implement the experiment using p5.js.

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

NPTEL;  IIT Kanpur

Probability and Random Variables - Processes for Wireless Communications

Explore probability and random processes in wireless communications, covering axioms, conditional probability, random variables, and applications in fading channels and array processing.

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

Professor Knudson

Continuous Random Variables

Explore continuous random variables, probability density functions, and key distributions in probability theory, enhancing your understanding of statistical concepts and applications.

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

Eddie Woo

Random Variables

Explore continuous random variables, probability density functions, and the normal distribution. Learn to calculate expected values, variances, and use statistical tables for data analysis.

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

Edexcel S2

Comprehensive video series covering Edexcel A-Level S2 topics, including probability distributions, random variables, and hypothesis testing for exam preparation.

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

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 Online Course

Professor Dave Explains

Wavefunction Properties, Normalization, and Expectation Values

Explore quantum mechanics through wavefunctions, normalization, and expectation values. Learn about Hilbert spaces, bra-ket notation, and the superposition principle to gain a deeper understanding of quantum systems.

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

Society for Industrial and Applied Mathematics

Energy Minimization Problems for Liquid Crystals - SIAM PDE Seminar

Explore energy minimization in liquid crystals through probability density, tensor averages, and molecular orientation theories with Sir John Ball.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Online Course

頑想學概率：機率二 (Probability (2))

91 ratings at Coursera

這是一個機率的入門課程，著重的是教授機率基本概念。另外我們的作業將搭配臺大電機系所開發的多人競技線上遊戲方式，讓同學在遊戲中快樂的學習，快速培養同學們對於機率的洞察力與應用能力。

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

Introductory statistics course covering descriptive statistics, probability theory, inferential statistics, hypothesis testing, and regression analysis for business and economics majors.

• Janux
• 16 weeks
• Finished
• Free Online Course

IIT Delhi;  NPTEL

Advanced Probability Theory

Explore probability theory, from axioms to distributions, generating functions, and limit theorems. Develop skills in analyzing random variables and their properties for advanced statistical applications.

• Swayam
• 12 weeks
• Finished
• Free Online Course

IIT Kanpur;  NPTEL

Probability and Random Variables/ Processes for Wireless Communications

Explore probability and random processes essential for wireless communications, covering fundamental concepts and their applications in channel modeling, noise analysis, and system performance evaluation.

• Swayam
• 4 weeks, 2-3 hours a week
• Finished
• Free Online Course