Development of Deep Learning - Doc

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STUDY SKILLS FORHIGHEREDUCATION
TABLE OF CONTENTSINTRODUCTION...........................................................................................................................1a) Deep learning concept and its significance for students of foundation year..........................1b) Development of deep learning................................................................................................2c) Conclusion..............................................................................................................................4REFERENCES................................................................................................................................5
INTRODUCTIONDeep learning can be defined as a process in which students can make use of their highorder cognitive thinking skills, in regard to solve the complexities of learning process. Thehigher cognitive thinking skills consists of analysing, synthesizing, evaluating, judging, relatingand applying the knowledge(Lillicrap and et.al., 2016). This study discusses the concept of deeplearning and also the significance of deep learning approach in the life of students of foundationyear. This study states the way of ensuring development of deep learning in the learners.a) Deep learning concept and its significance for students of foundation year.Deep learningis a method or an approach which provide a learning attitude to the learners orstudents. In this approach of learning the students uses their high cognitive skills whichincludes:- synthesizing, analysing the knowledge and problem solving skills with the motive ofdeveloping their understanding for long time period. Basically, the approach of deep learninginvolves analysing the new thoughts or ideas critically, then synchronization of ideas withexisting concepts, theories and principles(Patel and et.al., 2019). The aim of using this approachof deep learning is to use the understanding in order to find solutions for new problems, andunfamiliar circumstances.The significance of deep learning for the students of foundation year are discussed asfollows:-Promotes understanding-Deep learning is important for the students as because it promotes deep understanding ofrelated subject matters in them. By the process of deep learning, learners use the skills ofanalysing, judging the situation, skill of solving the problems and hindrances. The use of highcognitive skills while following the process of deep learning, will help the students in developingtheir knowledge as well as their understanding of their subjects(LeCun, Bengio and Hinton,2015). In-depth understanding is very essential for balance growth of the learners and deeplearning approach provide that understanding to the students which will stay with them for longterm as well.Encourage Motivation-It is very important for the students to be motivated for the aim of their life. To keep theirmotivation level high, following the procedure of deep learning is significant for them. It willensure construction of long-term understanding which will further assists to keep the students of1
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