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The research findings demonstrated the following improved student outcomes: students attending deeper learning network schools benefited from greater opportunities to engage in deeper learning and reported higher levels of academic engagement, motivation to learn, self-efficacy, and collaboration skills; students had higher state standardized ...
Differentiated instruction and assessment, also known as differentiated learning or, in education, simply, differentiation, is a framework or philosophy for effective teaching that involves providing all students within their diverse classroom community of learners a range of different avenues for understanding new information (often in the same classroom) in terms of: acquiring content ...
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.
For example, the effectiveness of the organization of student self-learning - called the ‘pedagogical and didactical function’ in VLEs, will depend on the following: Online content that satisfies the requirements of subject matter standards, while at the same time allows engages students ‘interest in the process of learning.
Computer-supported collaborative learning (CSCL) is a pedagogical approach wherein learning takes place via social interaction using a computer or through the Internet. This kind of learning is characterized by the sharing and construction of knowledge among participants using technology as their primary means of communication or as a common resource. [1]
Although educational management at the educator level is similar to that of the education ministry, [78] its planning, development and monitoring focuses on individual students. [76] Teachers adopt classroom-management strategies and incorporate instructional approaches which promote independence, discipline, and a positive learning mindset.
Establishing procedures, like having children raise their hands when they want to speak, is a type of classroom management technique. Classroom management is the process teachers use to ensure that classroom lessons run smoothly without disruptive behavior from students compromising the delivery of instruction. It includes the prevention of ...
A training data set is a data set of examples used during the learning process and is used to fit the parameters (e.g., weights) of, for example, a classifier. [9] [10]For classification tasks, a supervised learning algorithm looks at the training data set to determine, or learn, the optimal combinations of variables that will generate a good predictive model. [11]