Unsupervised Machine Learning


Unsupervised machine 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 in the data that can be used to gain insights and make predictions. This is achieved through techniques such as clustering, dimensionality reduction, and anomaly detection. Unsupervised learning is particularly useful in situations where the data is complex and difficult to label, or where the goal is to discover new and unexpected patterns in the data. Examples of applications of unsupervised learning include customer segmentation, anomaly detection in network traffic, and image and speech recognition.


Your Previous Searches
Random Picks

  • Access Control Systems: Access Control Systems are security systems that are designed to restrict or grant access to specific areas or resources based on predefined rules and policies. These systems use various technologies such as biometrics, smart cards, and RFI ... Read More >>
  • Efficiency: Efficiency in Data Science refers to the ability of a system or algorithm to perform a task accurately and quickly, while using minimal resources. This includes optimizing the use of computational power, memory, and storage, as well as mini ... Read More >>
  • Intrusion Detection And Prevention: Intrusion Detection and Prevention (IDP) is a security technology that monitors network traffic for signs of malicious activity and takes action to prevent it. IDP systems use a combination of signature-based and behavior-based detection me ... Read More >>
Top News

Amazon to invest an additional $4 billion in AI startup Anthropic...

Amazon is investing an additional $4 billion in the artificial intelligence startup Anthropic as major technology companies rush to fund generative AI...

News Source: ABC News on 2024-11-22

We met during the idyllic summer of 2021. Here’s how we’re staying radically...

'For Black people, hope isn’t just an optimistic outlook—it’s a survival mechanism,' write Aaron Long and Tynesha McHarris....

News Source: Fortune on 2024-11-22

Under U.S. antitrust fire, Alphabet stock drops 6%...

Plus: Gary Gensler exits, OpenAI mulls browser in the latest edition of Fortune's flagship tech newsletter....

News Source: Fortune on 2024-11-22

HarperCollins strikes AI training deal with unnamed company amid rising copyrigh...

In the latest development, U.S. publishing giant HarperCollins reached a contract with an unnamed tech company allowing it to use some of its books to train its generative AI models....

News Source: Fortune on 2024-11-22

Stock market today: World stocks track Wall St's gains with Nvidia report and bi...

Global stocks are higher following gains on Wall Street after market superstar Nvidia and other companies said they’re making even fatter profits than expected...

News Source: ABC News on 2024-11-22