Law of Large Numbers Courses and Certifications

Introduction to Probability

40 ratings at edX

Learn probability, an essential language and set of tools for understanding data, randomness, and uncertainty.

• edX
• 10 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Probabilistic Systems Analysis and Applied Probability

A course on the modeling and analysis of random phenomena and processes, including the basics of statistical inference.

• MIT OpenCourseWare
• 21 hours
• On-Demand
• Free Video

Risk and Financial Crises - Probability Theory in Financial Markets

Explore probability theory in financial crises context, covering expected value, variance, covariance, and regression analysis. Learn about risk decomposition and the limitations of normal distribution assumptions in finance.

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

Python A-Z™: Python For Data Science With Real Exercises!

28990 ratings at Udemy

Programming In Python For Data Analytics And Data Science. Learn Statistical Analysis, Data Mining And Visualization

• Udemy
• 11 hours 8 minutes
• On-Demand
• Paid Course

NPTEL;  IIT Kanpur

Probability and Stochastics for Finance

This course provides the minimum mathematical requirements to study mathematical finance or more precisely the pricing of financial derivatives.

• YouTube
• 11 hours
• On-Demand
• Free Video

Mathematical understanding of uncertainty

Explore probability theory, universal principles, and Markov chains to understand and harness uncertainty in real-world applications, from statistics to deep learning algorithms.

• edX
• 12 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Yunnan University of Finance and Economics

Probability and Mathematical Statistics

Master fundamental probability concepts and statistical methods through rigorous mathematical exploration, from random events to hypothesis testing, with practical applications in economics and management.

• XuetangX
• On-Demand
• Free Online Course

North China Electric Power University

Probability and Statistics

Master fundamental probability and statistical concepts, from basic axioms to hypothesis testing, with practical applications in engineering, data analysis, and decision-making processes.

• XuetangX
• On-Demand
• Free Online Course

IIT Kanpur;  NPTEL

Measure Theoretic Probability 2

Explore advanced probability concepts, including convergence of random variables, Law of Large Numbers, and Central Limit Theorem. Builds on measure theoretic foundations for a deeper mathematical understanding.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

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

statisticsmatt

Basic Limit Theorems

Explore fundamental limit theorems in probability and statistics, including convergence modes, central limit theorem, and law of large numbers, with practical examples and proofs.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Applied Algebraic Topology Network

Barycenters and a Law of Large Numbers in Gromov Hyperbolic Spaces

Explore barycenters in Gromov hyperbolic spaces, examining contraction properties and a law of large numbers for convex optimization applications in metric spaces.

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

Applied Algebraic Topology Network

A Limit Theorem for Betti Numbers of Random Simplicial Complexes

Explore asymptotic behavior of Betti numbers in homogeneous and spatially independent random simplicial complexes, extending previous work on Linial-Meshulam complexes using local weak convergence.

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

Applied Algebraic Topology Network

On Characterizing Rare Events in Persistent Homology

Explore rare events in persistent homology, focusing on indecomposables in multi-parameter settings. Learn about large deviation principles and laws of large numbers in topological data analysis.

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

MITCBMM

Generalization Error and Stability

Explore statistical learning theory, focusing on generalization error, stability, and empirical risk minimization. Gain insights into universal consistency and the law of large numbers.

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