Fairness

Fairness in data science refers to the absence of bias or discrimination in the data, algorithms, and models used in decision-making processes. It is important to ensure that the data used to train models is representative of the population it is intended to serve, and that the models do not perpetuate or amplify existing biases. Fairness can be achieved through various techniques such as data preprocessing, algorithmic adjustments, and model evaluation. Fairness is a crucial aspect of responsible AI and is essential for building trust in AI systems.
Your Previous Searches
Random Picks
  • Pixel: In data science and artificial intelligence, a pixel is the smallest unit of a digital image or graphic that can be displayed and represented on a screen or device. It is a single point in a larger matrix of points that make up an image. Ea ... Read More >>
  • Responsive Design: Responsive design is an approach to web design that aims to create websites that provide optimal viewing and interaction experiences across a wide range of devices, from desktop computers to mobile phones. This is achieved by using flexible ... Read More >>
  • Personalization: Personalization is the process of tailoring a product or service to meet the specific needs and preferences of an individual user. In the context of data science and artificial intelligence, personalization involves using algorithms and mac ... Read More >>
Top News

The U.S. will impose new export controls on quantum computing to stop China gett...

The new rules cover all exports, yet include exemptions for countries that impose their own controls—important to get U.S. allies on board....

News Source: Fortune on 2024-09-06

Asian shares trade mixed amid caution ahead of key US employment report...

Asian shares are trading mixed ahead of a highly anticipated U.S. jobs report that’s expected to influence how the U.S. Federal Reserve will move on interest rates...

News Source: ABC News on 2024-09-06

Video game performers reach agreement with 80 video games on AI terms...

Video game performers have reached a turning point in their strike against developers with 80 individual video games signing agreements with the performers' union and accepting artificial intelligence...

News Source: ABC News on 2024-09-06

Telegram CEO Pavel Durov pledges to 'significantly improve' the site, days after...

Pavel Durov, the co-founder and CEO of Telegram, has pledged to “significantly improve” the moderation of criminal activity on his messaging app, 12 days after he was arrested in France....

News Source: NBC News on 2024-09-05

This week on "Sunday Morning" (Sept. 8)...

A look at the features for this week's broadcast of the 2023 News & Documentary Emmy-winner for Outstanding Recorded News Program, hosted by Jane Pauley....

News Source: CBS News on 2024-09-05