Transcription
Unsupervised learning is a type of machine learning where the model is trained on a dataset without any predefined labels or target variables. The goal of unsupervised learning is to identify patterns and relationships within the data, and group similar data points together. This type of learning is useful when the data is unstructured and there is no clear way to label it. Unsupervised learning algorithms include clustering, dimensionality reduction, and anomaly detection. Clustering algorithms group similar data points together based on their similarity, while dimensionality reduction techniques reduce the number of features in the data while preserving the important information. Anomaly detection algorithms identify data points that are significantly different from the rest of the data. Unsupervised learning is widely used in applications such as customer segmentation, image and speech recognition, and anomaly detection in cybersecurity.
Your Previous Searches
Random Picks
- Components: In the context of Data Science and Artificial Intelligence, components refer to the individual parts or modules that make up a larger system or application. These components can be software or hardware-based and are designed to work togethe ... Read More >>
- Central Processing Units: Central Processing Unit (CPU) is the primary component of a computer system that performs most of the processing tasks. It is responsible for executing instructions of a computer program by performing arithmetic, logical, input/output (I/O) ... Read More >>
- Declarative Language: In the context of Data Science and Artificial Intelligence, a declarative language is a programming language that expresses the logic of a computation without describing its control flow. It allows the programmer to specify what the program ... Read More >>
Top News
World awaits Nvidia earnings report, more on Jaguar's new moves...
Artificial intelligence chip maker Nvidia will announce its latest earnings as investors anxiously await good news. Also, Jaguar is targeting younger buyers as it prepares to release more details on i...
News Source: CBS News on 2024-11-20
US gathers allies to talk AI safety, Trump's vow to undo Biden's AI policy overs...
President-elect Donald Trump has vowed to repeal President Joe Biden’s signature artificial intelligence policy when he returns to the White House for a second term...
News Source: ABC News on 2024-11-20
Elon Musk asked people to upload their medical data to X so his AI company could...
Health care experts are worried about Grok’s potential to breach patient privacy....
News Source: Fortune on 2024-11-20
Bitcoin billionaire Barry Silbert talks about his next big bet—on ‘decentral...
Silbert will be CEO of Yuma, a new DCG subsidiary focused on the AI ecosystem tied to Bittensor blockchain....
News Source: Fortune on 2024-11-20
Chief transformation officers join the C-suite to drive innovation at speed...
Companies are grappling with a faster pace of innovation. The chief transformation officer can help across the organization....
News Source: Business Insider on 2024-11-20