the ability of a machine learning algorithm to perform accurately on new‚ unseen examples after training on a finite data set. The core objective of a learner is to generalize from its experience.[2] The training examples from its experience come from some generally unknown probability distribution and the learner has to extract from them something more general‚ something about that distribution‚ that allows it to produce useful answers in new cases. Machine learning‚ knowledge discovery in databases
Premium Machine learning
PRINCIPLES OF LEARNING 1. The main points are : Kolb proposed the process of experiential learning composed on by ‘four adaptive learning modes’ which are : * Reflective observation * Abstract conceptualization * Concrete experience * Active experimentation As per Kolb learning is defined as “the process whereby knowledge is created through transformation of experience”. This implies that the educators should use the learner’s personal beliefs and theories in a learning situation
Free Psychology Knowledge Learning
propose models that facilitate organizational learning‚ the following literatures have followed in the tradition of their work: Argyris and Schön (1978) distinguish between single-loop and double-loop learning‚ related to Gregory Bateson’s concepts of first and second order learning. In single-loop learning‚ individuals‚ groups‚ or organizations modify their actions according to the difference between expected and obtained outcomes. In double-loop learning‚ the entities (individuals‚ groups or organization)
Premium Knowledge Knowledge management Organizational learning
Transfer of learning is the study of the dependency of human conduct‚ learning‚ or performance on prior experience. The notion was originally introduced as transfer of practice by Edward Thorndike and Robert S. Woodworth. They explored how individuals would transfer learning in one context to another context that shared similar characteristics – or more formally how "improvement in one mental function" could influence another related one. Their theory implied that transfer of learning depends on the
Premium Educational psychology Knowledge Learning
apply three learning theories which learned though this course: classical conditioning‚ operant conditioning and social cognitive theory .In this paper‚ only one example would be applied by the theories. The chosen example is a commercial of LNYX body wash which will be further described in the next paragraph. First‚ we will briefly describe the cases. Then‚ the application of the theory will be presented part by part from classical conditioning‚ operant conditioning to social cognitive theory .In each
Premium Classical conditioning Operant conditioning Behaviorism
the application of Observational Learning on daily Research Abstract This research aims to discuss the application of observational learning on daily life. In research‚ it will be divided into five parts. The first part is “The definition of Observational Learning”‚ the second part is “Four processes of observational learning”‚ the third part is “The role of reinforcement in observational learning”‚ the forth part is “The application of observational learning”‚ and the final part is conclusion
Premium Social learning theory Psychology Albert Bandura
Experiential Learning (Kolb) Building upon earlier work by John Dewey and Kurt Levin‚ American educational theorist David A. Kolb believes “learning is the process whereby knowledge is created through the transformation of experience” (1984‚ p. 38). The theory presents a cyclical model of learning‚ consisting of four stages shown below. One may begin at any stage‚ but must follow each other in the sequence: • concrete experience (or “DO”) • reflective observation (or “OBSERVE”) • abstract conceptualization
Premium Knowledge Philosophy of science Scientific method
a non-government organization serving the mentally disabled. No matter which specialty I am working in or how senior I am‚ I found learning being crucial for professional competence‚ job satisfaction and personal growth. In this paper‚ I would like to reflect critically on my experience of learning in nursing with reference to relevant learning theories. Learning in workplace At the time when I started to work as a registered nurse in a new workplace after graduation from nursing school there
Premium Educational psychology Learning Education
Learning and memory are connected to each other. Learning is the obtaining of knowledge‚ skills and information through experience that caused changing in behavior and most lightly to be applied permanently. All those materials that we obtained from learning process are stored‚ kept and available to be recalled in a system called memory. From this definition it is clear that there is no memory without learning. Basically‚ once learning process occurred‚ it followed by memory process. Without learning
Premium Memory
Dan Griffiths Learning Styles Honey & Mumford learning Styles There have been several different ideas and developments into learning theories and how individuals perceive and apply new knowledge‚ but one of the most explored ideas came from Peter Honey and Alan Mumford. Their learning system was developed during the 1970s and was a variation on the David Kolb learning theory. Both were based on four key elements of learning‚ but where as Kolb’s system was to follow a learning cycle by starting
Premium Learning styles