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Edward Tufte. Edward Rolf Tufte (/ ˈtʌfti /; [2] born March 14, 1942), [1] sometimes known as " ET ", [3] is an American statistician and professor emeritus of political science, statistics, and computer science at Yale University. [4] He is noted for his writings on information design and as a pioneer in the field of data visualization.
Educational data mining. Educational data mining (EDM) is a research field concerned with the application of data mining, machine learning and statistics to information generated from educational settings (e.g., universities and intelligent tutoring systems). At a high level, the field seeks to develop and improve methods for exploring this ...
Education research and information are essential to improving teaching, learning, and educational decision-making. ERIC provides access to 1.5 million bibliographic records ( citations , abstracts , and other pertinent data) of journal articles and other education-related materials, with hundreds of new records added every week.
Website. nces.ed.gov. The National Center for Education Statistics (NCES) is the part of the United States Department of Education 's Institute of Education Sciences (IES) that collects, analyzes, and publishes statistics on education and public school district finance information in the United States. It also conducts international comparisons ...
Data-driven instruction. Data-driven instruction is an educational approach that relies on information to inform teaching and learning. The idea refers to a method teachers use to improve instruction by looking at the information they have about their students. It takes place within the classroom, compared to data-driven decision making.
Established. 1992. The Integrated Postsecondary Education Data System (IPEDS) is a system of interrelated surveys conducted annually by the National Center for Education Statistics (NCES), a part of the Institute for Education Sciences within the United States Department of Education. IPEDS consists of twelve interrelated survey components that ...
Educational research refers to the systematic collection and analysis of evidence and data related to the field of education. Research may involve a variety of methods [1][2][3] and various aspects of education including student learning, interaction, teaching methods, teacher training, and classroom dynamics. [4]
t. e. Data mining is the process of extracting and discovering patterns in large data sets involving methods at the intersection of machine learning, statistics, and database systems. [1] Data mining is an interdisciplinary subfield of computer science and statistics with an overall goal of extracting information (with intelligent methods) from ...