Probability Courses and Certifications

Gautam Varde

Binomial Distribution - Probability Distribution Problems and Numericals

Explore binomial distribution through practical examples and numerical problems, enhancing your understanding of probability and statistics for various academic programs.

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

Gautam Varde

Skewness - Bowley's Method in Probability and Statistics - Numerical Examples

Learn to calculate skewness using Bowley's Method, with practical numerical examples for probability and statistics in advanced mathematics.

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

Computational Genomics Summer Institute CGSI

Intuition and Paradoxes in Probability and Statistics

Explore paradoxes and counterintuitive concepts in probability and statistics, enhancing understanding of complex statistical phenomena in computational genomics.

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

Alan Turing Institute

Breaking the Curse of Dimension in Quantum Mechanical Computations Through Analysis and Probability

Explore quantum mechanical computations, focusing on breaking dimensional constraints through analysis and probability. Learn about density functional theory and recent approaches to tackle existing issues.

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

Mr. Robinson's Virtual Math Classroom

Two-Way Tables and Probability - Lecture 5.3

Master two-way tables, joint and marginal frequencies, and conditional probability calculations through detailed explanations and 26 solved problems. Learn to analyze data relationships and make statistical conclusions.

• YouTube
• 1 hour 44 minutes
• On-Demand
• Free Video

Mr. Robinson's Virtual Math Classroom

Independent and Dependent Events in Probability - Lecture and Problems

Master probability concepts through a detailed exploration of independent and dependent events, conditional probability, and real-world applications with hands-on problem-solving practice.

• YouTube
• 1 hour 58 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Numerical Examples on Probability Density Function

Explore practical numerical examples that demonstrate the application and understanding of probability density functions in statistical analysis.

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

International Centre for Theoretical Sciences

Navigating Uncertainty with the Power of Data: Probability and Statistics Unraveled

Explore probability and statistics to harness data's power in navigating uncertainty. Learn problem-solving skills and gain broader exposure to undergraduate-level mathematics and statistics.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

ACM SIGPLAN

Separation Logics for Probability, Concurrency, and Security

Explore advanced separation logics for verifying concurrent probabilistic programs using Rocq and Iris frameworks to ensure security properties in critical infrastructure.

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

Graham Neubig

Probability Review and Code Examples for LLM Inference - Lecture 2

Dive into probability fundamentals, transformer implementation, and generation techniques for advanced NLP with practical code examples and meta-generation concepts.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

UofU Data Science

Markov Chains - From Probability Transition Matrix to Ergodic Properties and Algorithms - L24

Explore Markov chains through probability transition matrices, ergodic properties, and limiting states. Master 4 key algorithms including eigenvalue methods and random walks for data science.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

WU Physics Department

Probability in Quantum Mechanics - From Stern-Gerlach to Antenna Polarizations to Quantum Qubits

Explore quantum probability through Stern-Gerlach experiments, antenna polarizations, and qubits in this comprehensive physics lecture by Joe Zehnle.

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

Center for Language & Speech Processing(CLSP), JHU

Machine Translation - Automata Theory + Probability + Linguistics

Discover how machine translation combines automata theory, probability, and linguistics through expert insights from ISI's Kevin Knight in this comprehensive technical presentation.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

jbstatistics

Basics of Probability

1 review

Learn fundamental probability concepts including unions, intersections, complements, conditional probability, independence, and De Morgan's Laws through clear explanations and examples.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Statistics and probability for Quantitative finance

99 ratings at Udemy

Learning by doing! Apply statistics on Trading and quantitative finance. (Forex, crypto, stocks )

• Udemy
• 6 hours 9 minutes
• On-Demand
• Paid Course