Eigenvectors
In linear algebra, eigenvectors are the non-zero vectors that only change by a scalar factor when a linear transformation is applied to them. In data science, eigenvectors are used in principal component analysis (PCA) to reduce the dimensionality of a dataset while retaining as much of the original variation as possible. Eigenvectors are also used in machine learning algorithms such as clustering and classification. They are particularly useful in image and signal processing, where they can be used to extract features from the data.
Your Previous Searches
Random Picks
- Data: Data refers to any collection of information that is stored, processed, and analyzed to derive insights and knowledge. In the context of data science, data can be structured or unstructured, and can come from a variety of sources such as da ... Read More >>
- Sequence-to-Sequence Models: Sequence-to-sequence models are a type of neural network architecture that is used for tasks where the input and output are both sequences of arbitrary length. These models consist of two main components: an encoder that processes the input ... Read More >>
- Data Loss Prevention: Data Loss Prevention (DLP) is a set of tools, processes, and policies that aim to prevent sensitive data from being lost, stolen, or exposed to unauthorized parties. DLP solutions use various techniques such as content inspection, contextua ... Read More >>
Top News
Inside the $3 billion school security industry as shootings continue...
Products like AI surveillance monitoring and collapsible safe rooms have hefty price tags for schools, while bulletproof backpacks and school supplies are marketed to fearful parents....
News Source: CBS News on 2024-11-20
Pew study: 1 in 5 Americans get their news from social media influencers...
Happy Tuesday. Here’s your Tuesday Tech Drop, my collection of the past week’s top stories from the intersection of technology and politics....
News Source: MSNBC on 2024-11-19
AI photos showing girl students with nude bodies roil private school in Pennsylv...
Images that depict the faces of girls with nude bodies have led to the departure of leaders from a private school in Pennsylvania, prompted a student protest and triggered a criminal investigation...
News Source: ABC News on 2024-11-19
A teen boy has been removed from school after fake images of nude female student...
Pennsylvania students held a walkout this month, marching around the campus and chanting, “Hear us. Acknowledge us. See us."...
News Source: Fortune on 2024-11-19
Elon Musk calls Southern Poverty Law Center a 'criminal organization' after doxi...
The SPLC responds after allegations on Musk's X, the platform formerly known as Twitter....
News Source: USA Today on 2024-11-19