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数学代写|机器学习代写machine learning代考|The Concept of Teaching
Teaching should be a formal interactive session. A teacher is expected to have core competence in the subject of his interest, good communication skills, powerful articulation, pleasing manners, admirable body language, and patience [1]. A good teacher always addresses the students with eyeto-eye contact to feel comfortable during the interactive teaching-learning process (TLP). A teacher should prepare for many hours for just 1 hour of delivery in the class. The material to be taught in a class should be organized, and the teacher should use all kinds of visual tools so that the students understand the subject better [4].
Karthikeyan et al. [10] developed a hybrid educational data mining model (HEDM) approach which is used for analyzing the performance of the students. Based on distinctive factors, the HGDM approach evaluated the student performances that provided relevant results. Further, this model combined the efficiencies of Naive Baye’s classification technique and J48 Classifier for obtaining the results and classifying the student performance in a precise manner [5]. The model was validated with the benchmark education dataset that was available online in the WEKA environment. The results showed that the HEDM outperformed the existing EDM. However, the error rate of HEDM needed to be reduced.
Miguéis et al. [15] presented a two-stage model, supported by data mining techniques that used the details available at the end of the first year of students’ academic career (path) to predict their overall academic performance. Unlike most literature on educational data mining, academic performance was evaluated from both the average grade achieved and the time taken to conclude the degree. Furthermore, this model developed to segment students based on the dichotomy between failure or highperformance evidence. The segmentation framework allowed the identification of 25 segments of students. The drawback of this model was that sample bias. Despite considering a significant number of students, the conclusions drawn were only valid for the sample considered.
Yadav [25] introduced a hybrid clustering approach for evaluating students’ academic performance. The hybrid clustering was based on integrated techniques of subtractive clustering (SC) and fuzzy C-means clustering methods. The evaluation of student academic performance could be considered a clustering problem. The clusters were formed based on the intelligence level of students. In the hybrid clustering model, antecedent and consequent parameters could be readily determined by the SC techniques. SC technique automatically constructed the membership function
数学代写|机器学习代写machine learning代考|Proper Eye Care
A student should fundamentally follow the principle of “early to bed and early to wake up”. Uninterrupted sleep for eight hours is essential for general health, especially for a clear-cut vision. Moreover, a student should perform some basic exercises like “Surya Namaskaram” for improving eyesight on a day-to-day basis. One has to consume green vegetables containing vitamins A and D [11]. Mostly, vision is impaired due to either damage in the eye or the pathway or in the visual cortex itself, possibly due to brain injury. Perception using visual mechanism is not well defined because deficiency may occur due to visual agnosia. Visual agnosia makes a student incapable of understanding or recognizing learned objects and entities. Agnosia is of two types: (i) perceptive agnosia and (ii) associative agnosia. Perceptive agnosia allows one to visualize some part of an object, but the person will not understand the object as a whole. On the other hand, associative agnosia allows one to understand an object as a whole but does not understand its object [12]. Students who suffer from this defect will not have visual perception and understanding in the classroom. Some students may suffer from “akinetopsia”, which amounts to the inability to see movement. Some of the other defects are “achromatopsia”, which means the person would not be able to see colors, “prosopagnosia”, which means the person would not be able to recognize already learned objects, and “Alexia”, which means the person would not be able to learn along with other students. Certain uncommon defects in visual perception are “chizophrenic hallucinations”, which means the person understands distorted visual objects and “Charles-Bonnet Syndrome” means the person would lose vision completely, though the vision system is in order the brain cannot respond to the visual patterns. Visual perception makes students interact with the environment, so it is essential to adopt means and visual management methods [13].

机器学习代考
数学代写|机器学习代写machine learning代考|The Concept of Teaching
教学应该是一个正式的互动环节。教师应具备他感兴趣的学科的核心能力、良好的沟通技巧、有力的表达能力、令人愉悦的举止、令人钦佩的肢体语言和耐心[1]。一位好老师总是与学生进行眼神交流,以便在交互式教学过程(TLP)中感到舒适。老师应该为课堂上仅 1 小时的授课准备好几个小时。课堂上要讲授的材料应有条不紊,教师应使用各种可视化工具,使学生更好地理解学科[4]。
Karthikeyan 等人。[10] 开发了一种混合教育数据挖掘模型 (HEDM) 方法,用于分析学生的表现。基于独特的因素,HGDM 方法评估了提供相关结果的学生表现。此外,该模型结合了朴素贝叶分类技术和 J48 分类器的效率,以获得结果并以精确的方式对学生表现进行分类 [5]。该模型已使用 WEKA 环境中在线提供的基准教育数据集进行了验证。结果表明,HEDM 优于现有的 EDM。但是,需要降低 HEDM 的错误率。
Miguéis 等人。[15] 提出了一个两阶段模型,由数据挖掘技术支持,该技术使用学生学术生涯第一年结束时可用的详细信息(路径)来预测他们的整体学习成绩。与大多数关于教育数据挖掘的文献不同,学习成绩是根据平均成绩和完成学位所需的时间来评估的。此外,该模型开发用于根据失败或高性能证据之间的二分法来划分学生。分割框架允许识别 25 个学生段。该模型的缺点是样本偏差。尽管考虑了相当多的学生,但得出的结论仅对所考虑的样本有效。
Yadav [25] 引入了一种混合聚类方法来评估学生的学习成绩。混合聚类基于减法聚类 (SC) 和模糊 C 均值聚类方法的集成技术。学生学习成绩的评价可以被认为是一个聚类问题。集群是根据学生的智力水平形成的。在混合聚类模型中,前因和后因参数可以很容易地通过 SC 技术确定。SC技术自动构建隶属函数
数学代写|机器学习代写machine learning代考|Proper Eye Care
学生应从根本上遵循“早睡早起”的原则。八小时不间断的睡眠对于整体健康至关重要,尤其是对于清晰的视力。此外,学生应该进行一些基本练习,例如“Surya Namaskaram”,以提高日常视力。人们必须食用含有维生素 A 和 D 的绿色蔬菜 [11]。大多数情况下,视力受损是由于眼睛或通路或视觉皮层本身的损伤,可能是由于脑损伤。使用视觉机制的感知没有很好的定义,因为视觉失认症可能会出现缺陷。视觉失认症使学生无法理解或识别学习的对象和实体。失认症有两种类型:(i)感知性失认症和(ii)联想性失认症。感知性失认症允许人们将对象的某些部分可视化,但该人不会将对象作为一个整体来理解。另一方面,联想性失认症允许人们将一个对象作为一个整体来理解,但不能理解它的对象[12]。患有这种缺陷的学生在课堂上不会有视觉感知和理解。一些学生可能患有“运动性眩晕”,这相当于看不到运动。其他一些缺陷是“色盲”,这意味着该人将无法看到颜色,“面容失认”,这意味着该人将无法识别已经学习过的物体,以及“失认症”,这意味着该人将无法与其他学生一起学习。视觉感知中某些不常见的缺陷是“精神分裂性幻觉”,这意味着这个人能够理解扭曲的视觉对象,“Charles-Bonnet 综合症”意味着这个人会完全失去视力,尽管视觉系统是有序的,大脑无法对视觉模式做出反应。视觉感知使学生与环境发生互动,因此采取手段和视觉管理方法至关重要[13]。

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