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This web page provides a comprehensive list of datasets used in machine learning research, with various attributes such as type, scope, language, license, and file format. It also includes links to data portals and repositories for different subtypes of datasets, such as image, text, and audio data.
A data set is a collection of data that can be tabular, multivariate, or composed of documents or files. Learn about the characteristics, types, and applications of data sets in statistics, machine learning, and open data.
The Datasaurus dozen are thirteen data sets that have nearly identical descriptive statistics, but very different distributions and appearances when graphed. They were created to illustrate the importance of visualizing data and the limitations of summary statistics for describing realistic data sets.
Learn how machine learning algorithms use different data sets to learn, tune, and evaluate their performance. Find out the definitions, examples, and purposes of training, validation, and test data sets.
Exploratory data analysis (EDA) is an approach of analyzing data sets to summarize their main characteristics, often using statistical graphics and other data visualization methods. Learn about the history, objectives, techniques and tools of EDA, and how it differs from confirmatory data analysis.
Data analysis is the process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making. Learn about the phases, sources, and methods of data analysis, as well as the related fields of data science, data mining, and data visualization.
In other projects Wikimedia Commons; ... Social statistics data (3 C, ... (human research) (4 C, 54 P) Pages in category "Statistical data sets"
Overhead Imagery Research Data Set: Annotated overhead imagery. Images with multiple objects. Over 30 annotations and over 60 statistics that describe the target within the context of the image. 1000 Images, text Classification 2009 [151] [152] F. Tanner et al. SpaceNet SpaceNet is a corpus of commercial satellite imagery and labeled training data.