Bayes' Theorem

Bayes' Theorem is a mathematical formula used in probability theory and statistics to calculate the conditional probability of an event based on prior knowledge of related events. It is named after Reverend Thomas Bayes, an 18th-century British statistician and theologian. The theorem provides a way to update the probability of a hypothesis as new evidence becomes available. In data science and artificial intelligence, Bayes' Theorem is used in Bayesian inference, a statistical technique for updating probabilities based on new data. It is also used in machine learning algorithms such as Naive Bayes, which is a probabilistic classifier that uses Bayes' Theorem to predict the probability of a given class based on the input features. Bayes' Theorem is a fundamental concept in Bayesian statistics and has applications in various fields including natural language processing, computer vision, and recommendation systems.
Your Previous Searches
Random Picks
  • Method Overriding: Method Overriding is a feature of object-oriented programming that allows a subclass or child class to provide a specific implementation of a method that is already provided by its parent class or superclass. In other words, when a method i ... Read More >>
  • Amplitude: In data science, amplitude refers to the magnitude or size of a signal. It is a measure of the distance between the highest point (peak) and the lowest point (trough) of a waveform. Amplitude is commonly used in signal processing to analyze ... Read More >>
  • Softmax Function: In the context of Data Science and Artificial Intelligence, the Softmax Function is a type of squashing function that is used in various multiclass classification methods. It is an activation function that turns numbers, also known as logit ... Read More >>
Top News

LinkedIn's COO tells BI he leans on AI in 3 ways for work...

Shapero said he likes using AI to cut down the time it takes for meeting prep — but there are some parts of his job AI can't do....

News Source: Business Insider on 2025-04-18

Google's digital ad network an illegal monopoly, judge rules...

The ruling involving Google's online ad technology follows a similar case last year in which Google's search engine was declared a monopoly....

News Source: CBS News on 2025-04-17

Why are Pentagon officials suddenly dropping like flies? Leaks, power, and irrel...

It's been a weird week for the Pentagon, with officials and staffers being put on leave and resigning en masse. Here's what's been happening at DoD....

News Source: Business Insider on 2025-04-17

Google's digital ad network declared an illegal monopoly, joining its search eng...

Google has been branded an abusive monopolist by a federal judge for the second time in less than a year, this time for illegally exploiting some of its online marketing technology to the profits fuel...

News Source: ABC News on 2025-04-17

Gen Z survey: We're looking for early-career tech workers and interns to share y...

BI wants to hear from Gen Zers ages 18 to 28 who are tech workers, students, or interns or and those aspiring to work in the tech industry....

News Source: Business Insider on 2025-04-17