Lecture

Probability Theory: Fundamental Concepts

Related lectures (27)
Random Variables and Expected Value
Introduces random variables, probability distributions, and expected values through practical examples.
Probability and Statistics
Introduces probability, statistics, distributions, inference, likelihood, and combinatorics for studying random events and network modeling.
Probability Theory: Lecture 2
Explores toy models, sigma-algebras, T-valued random variables, measures, and independence in probability theory.
Conditional Probability: Bayes Theorem
Explores conditional probability and Bayes' theorem, demonstrating their application in real-life scenarios.
Random Variables: Expectation and Independence
Explores random variables, expectation, and independence in probability theory.
Probability Theory: Events and Tribes
Covers the concept of events and tribes in probability theory, emphasizing the importance of defining valid tribes and their role in modeling random experiments.
Probability and Statistics
Introduces key concepts in probability and statistics, such as events, Venn diagrams, and conditional probability.
Poisson Paradigm: Qualitative / Quantitative
Covers the Poisson Paradigm, including the First/Second Moment Method and Martingales, discussing dependency graphs and Chernoff bounds.
Quantum Random Number Generation
Explores quantum random number generation, discussing the challenges and implementations of generating good randomness using quantum devices.
Advanced Probabilities: Random Variables & Expected Values
Explores advanced probabilities, random variables, and expected values, with practical examples and quizzes to reinforce learning.

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.