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
- Atomic Scale: Atomic scale refers to the level of measurement that deals with individual atoms and their properties. In data science and artificial intelligence, atomic scale is used to describe the study of data at the smallest possible level, where ind ... Read More >>
- Decision-making Problems: Decision-making problems refer to the process of selecting the best course of action among several alternatives based on available data and resources. In data science and artificial intelligence, decision-making problems are often solved us ... Read More >>
- Customer Data: Customer data refers to the information collected from customers through various sources such as transactions, interactions, and feedback. This data can include demographic information, purchase history, browsing behavior, and customer pref ... Read More >>
Top News
As the wildfires grew closer, people with disabilities say they often had to fen...
When people with disabilities aren’t included in disaster plans, the results can be deadly, advocates say. They advise that people make plans in case of wildfires or other emergencies....
News Source: CNN on 2025-01-18
These are Sam Altman's predictions on how the world might change with AI...
OpenAI CEO Sam Altman has made several predictions about where we're headed on AGI, superintelligence, agentic AI — and when we might get there....
News Source: Business Insider on 2025-01-18
How scientists with disabilities are making research labs and fieldwork more acc...
Disabled scientists are trying to make research labs and fieldwork more accessible...
News Source: ABC News on 2025-01-18
A battery plant fire in California started during a boom for energy storage...
A fire at a one of the world’s largest battery plants in California contained tens of thousands of lithium batteries that store power from renewable energy sources...
News Source: ABC News on 2025-01-17
A legendary investor who predicted the dot-com crash says there's a key ingredie...
"The markets, while high-priced and perhaps frothy, don't seem nutty to me," Howard Marks said....
News Source: Business Insider on 2025-01-17