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Probability

144+ posts

What are the two Requirements for a Discrete Probability Distribution

Last Updated: 23 August 2024

The two requirements for a discrete probability distribution are:Each probability P(X = x) must be between 0 and 1, inclusive.The sum of the probabilities for all possible...read more

Approximations for Discrete Distributions

Last Updated: 05 September 2024

Approximations for discrete distributions are essential tools in the statistics and probability theory that help simplify complex problems involving the discrete random va...read more

Engineering Mathematics

Chance vs Probability vs Odds

Last Updated: 17 September 2024

Chance, probability, and odds are used interchangeably, but they refer to different concepts in mathematics and statistics. Probability measures the likelihood of an event...read more

School Learning

Calculate the Probability of Drawing a Royal Flush in Poker

Last Updated: 02 October 2024

A Royal Flush, the highest possible hand in poker, consists of the Ace, King, Queen, Jack, and 10 of the same suit, and occurs with extremely low probability. In a standar...read more

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School Learning

Probability - MAQ

How to Use Probability to Win at Roulette

Last Updated: 18 September 2024

To improve your odds at roulette, use probability-based strategies like the Martingale system, where you double your bet after each loss, aiming to recover losses. However...read more

Probability - MAQ

Non-Mutually Exclusive Events

Last Updated: 25 October 2024

In probability, an event is defined as a specific outcome or a set of outcomes from a random experiment. An event can consist of one or more possible results from the samp...read more

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School Learning

Use of Sets in Probability Theory

Last Updated: 17 October 2024

A set is a collection of distinct objects or elements. specifically in probability theory, Set is considered as the all possible outcomes of an experiment.For an example, ...read more

School Learning

Last Updated: 25 October 2024

σ-algebra is a collection of subsets of a required sample space of a probability problem that specifies the 3 specific properties:Closure under complementation: It tells u...read more

Engineering Mathematics

Practice Problems on Probability (Medium)

Last Updated: 10 June 2025

Probability is an important chapter for the students of Class 9, 10, 11, and 12. The Probability Questions, with their answers included in this article, will help you unde...read more

School Learning

Interesting Facts about Probability

Last Updated: 21 November 2024

Probability is a mathematical discipline that measures the chances of an event happening by assigning a value between 0 and 1. A value closer to 1 signifies a higher likel...read more

Conditional PDF

Last Updated: 27 December 2024

Conditional Probability Density Function (Conditional PDF) describes the probability distribution of a random variable given that another variable is known to have a speci...read more

Engineering Mathematics

Probability Distribution

Top Probabilty Interview Questions [ Updated 2025 ]

Last Updated: 06 January 2025

This article presents 15 practical and thoughtfully designed case studies that simulate scenarios typically encountered in interviews. Each case is based on real-world cha...read more

Last Minute Notes (LMNs) - Probability and Statistics

Last Updated: 24 January 2025

Probability refers to the likelihood of an event occurring. For example, when an event like throwing a ball or picking a card from a deck occurs, there is a certain probab...read more

Outer Product on Vector

Last Updated: 08 May 2025

The outer product is a fundamental operation in linear algebra that constructs a matrix from two vectors. Unlike the inner (dot) product, which results in a scalar, the ou...read more

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Machine Learning

Probability Theory in Machine Learning

Last Updated: 08 May 2025

Probability theory is a branch of mathematics dealing with the element of uncertainty. It helps us understand how likely an event is to happen. In machine learning, it pla...read more

School Learning

Machine Learning

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