A Machine Learning Techniques Used For Students’ Academic Success Predic-tion

Young generation of every country is the future of the country. The country with the highest GER in higher education will be more successful in all the terms (Keller, K.R.I. ,2021). India’s GER in higher education in 2018-19 was 26.3, and in 2019-20 is 27.1.It is observed from statistics that it is which is increased. Students are enrolling for higher education but many fails to complete it (Ministry of Education, Government of India, AISHE Report 2019-20). This leads to the need of identification of reasons of students’ academic success or failure. If we predict students’ academic success or failure at the initial stages of their graduation period will help to take preventive measures and increase passing percentage. Student academic success is one of the criteria for accessing quality of the educational institutions, and it is one of the crucial components. There are different aspects of students' academic success, such as exam-oriented, employment-oriented, and higher study-oriented

Nano-carrier based drug delivery systems for sustained antimicrobial agent release from orthopaedic cementous material

Total joint replacement (TJR), such as hip and knee replacement, is a popular procedure worldwide. Prosthetic joint infections (PJI) after this procedure have been widely reported, where treatment of such infections is complex with high cost and prolonged hospital stay. In cemented arthroplasties, the use of antibiotic loaded bone cement (ALBC) is a standard practice for the prophylaxis and treatment of PJI. Recently, the development of bacterial resistance by pathogenic microorganisms against most commonly used antibiotics increased the interest in alternative approaches for antimicrobial delivery systems such as nanotechnology. This review summarizes the efforts made to improve the antimicrobial properties of PMMA bone cements using nanotechnology based antibiotic and non-antibiotic delivery systems to overcome drawbacks of ALBC in the prophylaxis and treatment of PJIs after hip and knee replacement

Synthesis of 11-(Piperazin-1-yl)-5H-dibenzo[b,e] [1,4]diazepine on Kilo Scale

Abstract: A synthesis of 11-(piperazin-1yl)-5H-dibenzo [b,e][1,4]diazepine on kilo scale without any chromatographic purification step is reported. Key steps involved are Ullmann condensation, catalytic hydrogenation, and catalyzed cyclization

Synthesis of 11-(Piperazin-1-yl)-5 H

A synthesis of 11-(piperazin-1yl)-5 H-dibenzo[b,e][1,4]diazepine on kilo scale without any chromatographic purification step is reported. Key steps involved are Ullmann condensation, catalytic hydrogenation, and catalyzed cyclization