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Discovery learning is a technique of inquiry-based learning and is considered a constructivist based approach to education. It is also referred to as problem-based learning , experiential learning and 21st century learning.
Deep learning is a subset of machine learning that focuses on utilizing neural networks to perform tasks such as classification, regression, and representation learning. The field takes inspiration from biological neuroscience and is centered around stacking artificial neurons into layers and "training" them to process data.
Machine learning and data mining often employ the same methods and overlap significantly, but while machine learning focuses on prediction, based on known properties learned from the training data, data mining focuses on the discovery of (previously) unknown properties in the data (this is the analysis step of knowledge discovery in databases).
In 2023, ITS was ranked 621-630 worldwide according to the Top QS World University Rankings 2024, as well as ranked 146th in the Top QS Asian University Rankings 2024 (sixth in Indonesia after Gadjah Mada University, Bandung Institute of Technology, University of Indonesia, Airlangga University and Bogor Agricultural University).
The Open University (UT) is the 45th State University in Indonesia which was inaugurated on September 4 1984. Aiming to overcome the explosion of high school graduates who could not be absorbed either in the world of work or higher education, the President at that time issued Presidential Decree of the Republic of Indonesia Number 41 of 1984 as the basis for the founding of UT.
Transfer learning (TL) is a technique in machine learning (ML) in which knowledge learned from a task is re-used in order to boost performance on a related task. [1] For example, for image classification, knowledge gained while learning to recognize cars could be applied when trying to recognize trucks.
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Augmented learning is an on-demand learning technique where the environment adapts to the learner. By providing remediation on-demand, learners can gain greater understanding of a topic while stimulating discovery and learning. [1]