Vishal Mahajan

Abstract

Prediction method are the methods performed on a data set either to foresee the reaction variable worth in view of an indicator variable or to concentrate on the connection between the reaction variable and the indicator factors. With the help of prediction, it will assist any organisation whether it is corporate or academic for the future retention rate of the employees and the grey area on which the organisations has to focus on rectification of employees concerned problems to increase the loyalty rate. Purpose of this paper is to explain the various techniques which are available presently for predicting or forecasting. This paper also explains about various prediction techniques and also provide insights about these techniques which are available for finding employee retention. Keywords: Prediction, Forecasting, Future Process, Projection framework and Guess analysis

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Abstract

The COVID-19 pandemic has made the biggest disturbance of education frameworks in mankind's set of experiences, influencing almost 1.6 billion students in excess of 200 nations. Terminations of schools, Colleges and other learning institutions have affected over 94% of the world's understudy populace. This has brought sweeping changes in all parts of our lives. Social separating and prohibitive development strategies have fundamentally upset conventional instructive practices. Returning of schools after unwinding of limitation is one more test with numerous new standard working methodology set up. Inside a limited ability to focus the COVID-19 pandemic, numerous scientists have shared their chips away at educating and learning in an unexpected way. A few schools, universities and colleges have stopped up close and personal lessons. There is a dread of losing 2020 scholastic year or considerably more in the coming future. The need of great importance is to enhance and carry out elective instructive framework and appraisal procedures. The COVID-19 pandemic has furnished us with a chance to make ready for presenting advanced learning. This article expects to give an exhaustive report on the effect of the COVID-19 pandemic on internet educating and learning of different papers and show the way forward.   Keywords: Salary satisfaction, Community health, Job security, COVID 19.

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Abstract

In the present worldwide, the structure of the education faces various difficulties because of the powerful idea of the environment. One of the innumerable difficulties for enlightenment structure today is to fulfil its highly skilled faculty to manage the regularly adjusting and embryonic illumination globe A faculty can do his/her utmost capability if she/he is pleased with the task. A well-satisfied faculty can utilize his/her talent for the welfare of the students. This paper explores the job satisfaction level of contract faculty, serving in government and private institutions functioning near the border area of Gurdaspur district in Punjab, India. It also focuses on the problem and exploitation which are faced by contractual faculty due to the policies adopted by the management of these engineering institutions during their career. Approximately 700 questionnaires were distributed personally for survey and through emails. Information was collected through a study of 150 faculty members of educational institutes, serving in seven governments and self-financed colleges and private universities functioning near the perimeter area of Gurdaspur. The outcomes show that there is an immediate relationship between parameters like professional development and job satisfaction. The study presumes that by giving the best workplace, the educational institutes can build the level of job satisfaction of their faculty. Analytical results of the study have been verified with the help of SPSS-16 software. Keywords: Job satisfaction, Edification system, Contractual faculty, Rural Area, Border area.

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