JSON
Unsupervised learning is a type of machine learning where the model is trained on a dataset without any supervision or labeled data. The goal of unsupervised learning is to find patterns and relationships in the data that can be used to gain insights or make predictions. This is done by clustering similar data points together or by reducing the dimensionality of the data. Unsupervised learning is often used in exploratory data analysis, anomaly detection, and recommendation systems. One of the main challenges in unsupervised learning is evaluating the performance of the model since there are no labels to compare the predictions against.
Your Previous Searches
Random Picks
- Demographic Analysis: Demographic analysis is the study of a population based on factors such as age, gender, race, income, education, employment, and location. In data science, demographic analysis is used to identify patterns and trends within a population, wh ... Read More >>
- Communication Protocol: In Data Science, a communication protocol refers to a set of rules and standards that govern the exchange of data between two or more devices or systems. These protocols define the format, timing, sequencing, and error control of data trans ... Read More >>
- Measurable Values: Measurable values refer to the quantitative data that can be measured and analyzed in data science. These values are typically numerical and can be collected through various methods such as surveys, experiments, or sensors. Measurable value ... Read More >>
Top News
Stock market today: Asian shares mostly slip despite Nvidia's solid earnings rep...
Asian shares have mostly fallen after a mixed close on Wall Street, with regional markets shrugging off a strong profit report from Nvidia that was released after U.S. markets closed...
News Source: ABC News on 2024-11-21
The Department of Justice asks court to force Google to spin off Chrome...
The US government formally proposed a partial breakup of Google on Wednesday, urging a federal judge to force a sale of the company’s Chrome web browser......
News Source: CNN on 2024-11-21
The Department of Justice asks court to force Google to spin off Chrome | CNN Bu...
The US government formally proposed a partial breakup of Google on Wednesday, urging a federal judge to force a sale of the company’s Chrome web browser after a landmark ruling this year finding tha...
News Source: CNN on 2024-11-21
Class action lawsuit on AI-related discrimination reaches final settlement...
A federal judge has signed off on a settlement agreement Wednesday in a class action lawsuit alleging that an algorithm designed to score rental applicants discriminated on the basis of race and incom...
News Source: ABC News on 2024-11-21
Are food recalls and outbreaks on the rise?...
The FDA says America's food supply is still "one of the safest in the world," despite some recent high-profile recalls and outbreaks....
News Source: CBS News on 2024-11-21