Dimensions
In Data Science, dimensions refer to the measurable characteristics or attributes of a dataset. These characteristics can be quantitative or qualitative and are used to describe the data and provide context for analysis. The number of dimensions in a dataset is determined by the number of attributes or features that are included. For example, a dataset of customer information may include dimensions such as age, gender, income, and location. In machine learning, feature selection is the process of identifying the most relevant dimensions to include in a model, while dimensionality reduction techniques such as principal component analysis (PCA) and t-distributed stochastic neighbor embedding (t-SNE) are used to reduce the number of dimensions in a dataset without losing important information.
Your Previous Searches
Random Picks
- Similarity: Similarity refers to the measure of how alike two data points or objects are. In data science and artificial intelligence, similarity is often used to compare and group data points based on their characteristics or features. Similarity can ... Read More >>
- Smart Environments: Smart Environments refer to physical spaces that are equipped with sensors, devices, and other technologies that enable them to collect and analyze data, and respond to changes in their environment. These environments are designed to be int ... Read More >>
- Epidemiology: Epidemiology is the study of the distribution and determinants of health-related events and diseases in populations, and the application of this study to control health problems. In data science and artificial intelligence, epidemiology is ... Read More >>
Top News
Palantir CEO Karp says AI is dangerous and 'either we win or China will win'...
Palantir CEO Alex Karp said the artificial intelligence arms race between the U.S. and China will culminate in one country coming out on top....
News Source: NBC News on 2025-06-05
Palantir has soared 74% this year alone. 3 reasons why it's been one of the worl...
Palantir was the second-most bought stock among retail traders in the last five days, according to a firm that tracks flows from individual investors....
News Source: Business Insider on 2025-06-05
Harris-Walz campaign may have been targeted by iPhone hackers, cybersecurity fir...
One of the few companies to specialize in iPhone cybersecurity said that it has uncovered evidence of a potentially groundbreaking hacking campaign....
News Source: NBC News on 2025-06-05
Google's AI CEO explains why he's not interested in taking LSD in his quest to u...
Google AI CEO Demis Hassabis says no to LSD, choosing gaming and reading to explore the nature of reality....
News Source: Business Insider on 2025-06-05
Consultant behind AI-generated robocalls mimicking Biden goes on trial in New Ha...
A political consultant who sent voters artificial intelligence-generated robocalls mimicking former President Joe Biden last year is set to go on trial...
News Source: ABC News on 2025-06-05