Lecture

Probability Theory: Basics

Related lectures (30)
Random Variables and Expected Value
Introduces random variables, probability distributions, and expected values through practical examples.
Modes of Convergence of Random Variables
Covers the modes of convergence of random variables and the Central Limit Theorem, discussing implications and approximations.
Probability and Statistics for SIC
Delves into probability, statistics, random experiments, and statistical inference, with practical examples and insights.
Random Variables: Introduction and Bernoulli Trials
Introduces random variables, approximation, convergence, and Bernoulli trials in statistics.
Probability and Statistics: Independence and Conditional Probability
Explores independence and conditional probability in probability and statistics, with examples illustrating the concepts and practical applications.
Advanced Probabilities: Random Variables & Expected Values
Explores advanced probabilities, random variables, and expected values, with practical examples and quizzes to reinforce learning.
Convergence of Random Variables
Explores the convergence of random variables, the law of large numbers, and the distribution of failure time.
Expectation Properties: Linearity, Inclusion-Exclusion Formula
Covers the properties of expectation and examples of calculating expectations for random variables.
Probability and Statistics
Introduces probability, statistics, distributions, inference, likelihood, and combinatorics for studying random events and network modeling.
Probability and Statistics
Covers p-quantile, normal approximation, joint distributions, and exponential families in probability and statistics.

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.