Machine learning (ML) is increasingly utilized in the development and assurance of safety-critical systems (SCSs) nowadays, much like other complex problems. Safety is the topmost priority in SCS, hence, developers who are working in this area must possess extensive knowledge of both ML and SCS. This article presents a methodical investigation…

Industry reports show that fresh engineering and non-engineering graduates from Indian universities are not readily employable. The Government-owned Andhra Pradesh Information Technology Academy (APITA) seeks to equip graduates from the state's degree and engineering colleges with industry-relevant skill sets for gainful employment. This study…

This paper assesses students' perceptions concerning the level of campus placement activities of their higher education institution (HEI) and determines the order of importance of various factors, as perceived by students, relating to employers' selection criteria. Primary data based on the responses of 621 students in 29 HEIs operating in the…

It has now become an important issue to evaluate the performance of technical institutions to develop better research and enrich the existing teaching processes. The results of such performance appraisal would serve as a reference point for decisions to choose a particular institution, hire manpower, and provide financial support for the…

Rehabilitation services for visually impaired adults in India are described, both historically and currently. The paper examines the magnitude of the problem, vocational training and placement, services for newly blind persons and for blind/visually handicapped women, rural rehabilitation projects, information access, legislation, professional…

Though the Constitution of India guarantees the right to be educated and to work, only a minority of visually handicapped/blind citizens attain these rights. A new education policy includes integration of blind children at every educational level, followed by vocational training and job placement. Problems, possible solutions, and progress are…