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The Series Finale of Online Education: Coursera Acquires Udemy

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STAT 414: Introduction to Probability Theory

Learn probability theory fundamentals, applications, and problem-solving skills. Covers probability assignment, discrete and continuous distributions, joint distributions, and functions of random variables.
- OPEN.ED@PSU
- On-Demand
- Free Online Course
IIT Delhi; NPTEL
Introduction to Probability Theory and Statistics

Comprehensive exploration of probability theory and statistics, covering axioms, distributions, estimations, and hypothesis testing. Equips learners with tools for real-world problem-solving in finance and data analysis.
- Swayam
- 12 weeks
- On-Demand
- 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
- On-Demand
- Free Online Course
Probability Theory with Actuarial Applications

Master probability theory fundamentals and actuarial applications through rigorous training in random variables, distributions, and insurance modeling for Exam P preparation.
- Swayam
- 12 weeks
- On-Demand
- Free Online Course
Steve Brunton
Quality Control and Non-Destructive Inspection Using the Multinomial Distribution
1 review

Explore quality control principles through multinomial distribution, learning to assess batch reliability using non-destructive inspection methods and statistical sampling techniques.
- YouTube
- 14 minutes
- On-Demand
- Free Video
How to Put Uncertainty into Numbers - Understanding Chance, Luck and Ignorance

Explore how probability theory helps quantify uncertainty, chance, and luck in everyday life through practical examples and mathematical insights from a leading expert in risk understanding.
- YouTube
- 50 minutes
- On-Demand
- Free Video
Martingales: Definition and First Properties - Probability, Measure and Martingales

Explore the concept of martingales in probability theory, including their definition, properties, construction methods, and Doob's decomposition theorem in discrete time.
- YouTube
- 54 minutes
- On-Demand
- Free Video
Probability, Measure and Martingales - Stopped Martingales and Optional Sampling Theorems

Explore stopping martingales, Doob's optional sampling theorem, and uniform integrability concepts in this advanced probability lecture covering key theorems and their applications in mathematical analysis.
- YouTube
- 54 minutes
- On-Demand
- Free Video
Can We Truly Understand by Counting? Understanding Complex Physical Systems Through Mathematics

Explore how counting methods illuminate complex physical systems and their limitations in understanding our world, presented by Fields Medal winner Hugo Duminil-Copin.
- YouTube
- 48 minutes
- On-Demand
- Free Video
Probability, Measure and Martingales - Let There Be Time: Filtrations and Stopping Times

Delve into stochastic processes, filtrations, and stopping times - essential concepts for understanding martingales and random clocks in probability theory.
- YouTube
- 31 minutes
- On-Demand
- Free Video
Vitali's Convergence Theorem and Martingale Inequalities - Lecture 5

Delve into the proof of Vitali's convergence theorem, extension of stopping theorems to uniformly integrable martingales, and establishment of Doob's maximal and Lp inequalities in probability theory.
- YouTube
- 54 minutes
- 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
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- Free Video
Alan Turing Institute
John M. Keynes and Treatise on Probability - Prof. Simon Blackburn

Explore Keynes's Treatise on Probability, its scholarly depth, Russell's influence, and skepticism about mathematical applications. Examine Ramsey's critique and Keynes's response.
- YouTube
- 26 minutes
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- Free Video
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Introduction to Probability

Explore fundamental probability concepts, including basic types and their applications in predicting event outcomes and understanding variable behavior in diverse environments.
- YouTube
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Conditional Probability and Total Probability - Engineering Mathematics

Explore conditional and total probability concepts with practical problems, enhancing your understanding of these crucial engineering mathematics topics.
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