Volume 12 | Issue 1 |

 Abstract

According to the World Health Organization, coronary heart disease and all related diseases account for 18.6 million deaths worldwide each year. The disease's early detection and study could be important, and they might even hold the key to its ultimate cure. Because the main goal is to identify the illness at an early stage, the majority of scientists and academics concentrate on machine learning techniques that can accurately identify illnesses from large and complex data sets. These techniques then offer medicinal assistance. In order to identify cardiac illnesses early on and prevent outcomes, this research employs a variety of machine learning algorithms, including KNN Decision Tree (DT), Logistic Regression, SVM, Random Forest (RF), and Nave Bayes (NB). The article's main goal is to create a system that is entirely artificial intelligence-based and uses machine learning to identify heart diseases. We outline a technique for anticipating the progression of cardiac disease using device learning. This service, which is crucial given its estimated 88% accuracy rate over educational statistics, requires data analysis.

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 Keywords

ML, AI, classification algorithms, hear issues, Decision Tree, Heart Disease Prediction.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

भारतीय स्वतंत्रता संग्राम के इतिहास में सुभाष चंद्र बोस एक राष्ट्रीय नायक,प्रभावशाली स्वतंत्रता सेनानी व दुनिया के महानतम देशभक्तों में से एक थे l भारतीय स्वतंत्रता आंदोलन में नेताजी ने न केवल राजनीतिक स्वतंत्रता की वकालत की बल्कि एक सम्मोहक सामाजिक विचारधारा को भी व्यक्त किया, जिसने भारतीय समाज के ताने-बाने को फिर से परिभाषित करने की मांग की। उनका दृष्टिकोण राजनीतिक सशक्तिकरण से परे विभिन्न जातियों, धर्मों और भाषाई समूहों के बीच सामाजिक सद्भाव पर जोर देना था।बोस के सामाजिक न्याय की खोज ने उनकी विचारधारा की एक और आधारशिला बनाई, जिसका लक्ष्य समान अवसरों और संसाधन वितरण को बढ़ावा देने वाली नीतियों के माध्यम से सामाजिक और आर्थिक असमानताओं को खत्म करना था। बोस ने स्वतंत्रता आंदोलन में महिलाओं की सक्रिय भागीदारी की भी वकालत की। प्रस्तुत लेख बोस की बहुमुखी सामाजिक विचारधारा पर प्रकाश डालता है, जिसमें सामाजिक न्याय,महिला सशक्तिकरण और लोकतांत्रिक मूल्यों जैसे प्रमुख आयामों पर चर्चा की गई है।

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 Keywords

विचारधारा, नेताजी, सामाजिक सुधार, स्वतंत्रता, महिला सशक्तिकरण, समाजवाद l

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Creative Commons Attribution 4.0 and The Open Definition

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Eco-friendly textiles refer s to fabrics and materials that are produced using sustainable and environmentally friendly methods. These textiles are made from renewable resources such as organic cotton, hemp, bamboo, or recycled materials. They are manufactured with minimal use of chemicals, water and energy and often involve practices that reduce waste and pollution. The study was conducted to determine the perception and preference, to interpret consumers difficulty in purchase and availability of eco-friendly textiles. In order to study the above mentioned attributes,120 respondents were selected randomly and a survey was conducted using questionnaire. The collected data was analyzed statically through ANOVA -test. The study concludes that the majority of the respondents were aware about eco-friendly textiles. They perceive that these textiles are toxic free and prefer such products as these products ensure greater health benefits.

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eco-friendly/environmental friendly textiles- conventional textiles-perception -preference.

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Creative Commons Attribution 4.0 and The Open Definition

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The kinetics of oxidation of L-leucine and L-Isoleucine by alkaline potassium permanganate catalysed by chromium was studied spectrophotometrically .The reaction was found to be of first order with respect to permanganate and catalyst and less than unity order with respect to substrate. there was a good agreement observed and calculated rate constants. Formation of a complex between the amino acid and the hydroxylated species of chromium(III) is suggested. In rate determining step complex reacts further with permanganate ,results in the formation of a free radical, which again reacts with the permanganate in a subsequent fast step to yield products. A plausible mechanism for the reaction is proposed and the activation parameters are calculated and discussedwith respect to slow step of the mechanism. It was found that of the two amino acids Leucine oxidized faster than that of isoleucine.

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 Keywords

Kinetics ,Oxidation ,Leucine, Rate constant

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Creative Commons Attribution 4.0 and The Open Definition

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Purpose: This research delves into the funding challenges and opportunities confronting social entrepreneurs in Karnataka, India, offering a nuanced understanding of the complex landscape in which these ventures operate. Key concepts explored include the impact of the policy environment, the catalytic role of the startup ecosystem, intricate funding dynamics, technology integration, and the alignment with Sustainable Development Goals (SDGs). The study aims to provide valuable insights into the social entrepreneurship ecosystem in Karnataka. Design/Methodology/Approach: Utilizing a narrative literature review structured through the IMRaD framework, the research employs a comprehensive and systematic approach. Traditional and modern methods are integrated, drawing on peer-reviewed articles, reports, and studies from academic databases, online library catalogues, and industry-specific sources. By combining academic rigour with real-world insights, the study ensures a holistic understanding of funding challenges and opportunities for social entrepreneurs. Findings: The literature review uncovers key concepts shaping the social entrepreneurship landscape. Proactive government measures, a vibrant startup ecosystem, and nuanced funding dynamics, including technology integration, emerge as pivotal factors. The study highlights the interconnectedness of these concepts, emphasizing the role of policy in creating an enabling environment, the significance of a robust startup ecosystem, and the potential for innovative financing through technology. Global integration aligned with SDGs adds complexity, connecting local initiatives with broader sustainability objectives. Practical Implications: The research holds practical implications for social entrepreneurs, policymakers, investors, and researchers. Insights into the role of policy and technology in funding dynamics empower social entrepreneurs to navigate challenges and capitalize on opportunities. Policymakers can refine supportive policies, investors can tailor funding strategies, and researchers can contribute to the ongoing discourse on sustainable development. Originality/Value: This study contributes by addressing a literature gap on funding challenges for social entrepreneurs in Karnataka. Its originality lies in the nuanced exploration of interconnected concepts, offering a holistic view of the social entrepreneurship ecosystem. The research's value lies in informing future studies, guiding policy interventions, and enhancing the effectiveness of social entrepreneurship initiatives, not only in Karnataka but also in regions facing similar challenges.

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 Keywords

Social entrepreneurship funding, Karnataka ecosystem, Policy impact, Technology integration, Sustainable Development Goals, Literature review insights

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Creative Commons Attribution 4.0 and The Open Definition

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Gift wrapping is a way of enclosing a gift in a decorative or ornamental piece of material. It helps in creating more value than its original which can attract attention and graft itself into people's memories. It also generates a positive exhilaration and excitement in the mind of the recipient, who feels valued, since there is a thought behind the wrapping. There are several diverse ways to make wrapping more enticing but according to recent scenarios, the concept of the green gifting trend is spreading at a very fast pace in which certain papers and fabrics can be used many times. Many people are following this trend of wrapping gifts with a newspaper, old maps, magazine pages, and use of embellished fabrics.This review paper reveals the data and findings accumulated from pertinent research papers and articles that are accessible in selected directories covering copious approaches related to gift wrapping and also reviews the current trends. After analyzing all the data and findings, the study concluded that gift wrapping plays a pivotal role in the gift exchange process as it creates emblematic meaning and communication in a defined consumptive relationship. Furthermore, fabric gift wrapping is the most preferred among people and this practice is catching the trend more quickly than any other material available in the market due to adversity in climate change.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

gift wrapping, sustainable, current trends, fabric wrapping, green gifting trend.

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Creative Commons Attribution 4.0 and The Open Definition

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This study investigates the implementation of criminology programs in Local Colleges and Universities (LCUs) across Metro Manila, focusing on their journey toward achieving the prestigious "Center of Development" status. Key dimensions, including instructional quality, research and publications, extension and partnerships, and institutional attributes, are evaluated using a quantitative methodology and a descriptive survey approach. In terms of instructional quality, LCUs generally perform well, with strengths in program administration (mean of 3.02), faculty expertise, curriculum relevance, facilities, libraries, IT infrastructure, student support systems, graduate profiles, and graduate tracer studies. However, challenges persist in licensure examination performance (mean of 2.08). Research objectives and policies are partially implemented, leaving room for growth in research output and resource allocation. Institutional attributes, though typically met, require enhancement, emphasizing extension activities and partnerships. Challenges across various program aspects, such as faculty development, curriculum updates, laboratory equipment, research sustainability, extension activities, and institutional recognition, are identified. Overcoming these challenges is crucial for LCUs in their quest for the "Center of Development" status conferred by the Commission on Higher Education (CHED). Recommendations: A comprehensive enhancement program is proposed to address challenges, focusing on improving instructional quality, invigorating research and publication efforts, strengthening extension initiatives, and enhancing institutional qualifications. Diligent execution of this plan will propel Metro Manila's LCUs toward realizing their potential as Centers of Development, thereby providing high-quality higher education to students from diverse socioeconomic backgrounds. This research offers insights and strategic directions for elevating criminology programs in Metro Manila's LCUs, contributing to the region's educational quality and social equity.

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 Keywords

Criminology programs, instructional quality, research, extension, institutional qualifications, Center of Development, local colleges and universities

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Creative Commons Attribution 4.0 and The Open Definition

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An opportunistic pathogen Acinetobacter baumannii pose a global threat to human health and a therapeutic challenge due to emerging and constantly increasing resistance. It has been designated as a "red alert" human pathogen and so require continuous surveillance and antibiotic stewardship. This study aims to provide the frequency of Acinetobacter in various clinical samples and their antimicrobial sensitivity pattern. A retrospective hospital-based study was conducted for a period of 12 months with effect from January 2022 to December 2022. A total of 117 Acinetobacter strains were isolated from 430 clinical specimens. Maximum samples were from NICU/PICU 44.4% followed by AICU 49% and CCU 6.5%. Our study showed that all the isolates of Acinetobacter baumannii were sensitive to colistin while high resistance was seen for ceftazidime (97.4%), followed by amikacin (95%), meropenem (91.5%).

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acinetobacter baumanni, antimicrobial resistance, multidrug resistance

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Creative Commons Attribution 4.0 and The Open Definition

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This research paper explores the state of LGBTQ+ rights in India, focusing on legal, social, and cultural aspects. The paper analyzes the historical context of LGBTQ+ rights in India, including the landmark decriminalization of homosexuality in 2018. It examines the legal framework surrounding LGBTQ+ rights, highlighting the need for comprehensive anti-discrimination legislation, recognition of same-sex marriage, and adoption rights for same-sex couples. The paper discusses the challenges faced by the LGBTQ+ community in India, such as discrimination, social stigma, and family rejection. It explores the impact of societal attitudes and cultural norms on the lived experiences of LGBTQ+ individuals in various aspects of life, including education, employment, housing, and healthcare. Drawing on current research and studies, the paper examines the efforts of LGBTQ+ organizations, activists, and allies in advocating for LGBTQ+ rights and promoting inclusivity and acceptance. It highlights the importance of awareness campaigns, education, and sensitization programs in challenging stereotypes and fostering a more inclusive society. It underscores the significance of collecting data on LGBTQ+ populations to inform evidence-based policy-making and address specific needs and challenges.

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Creative Commons Attribution 4.0 and The Open Definition

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RIGHTS, CHALLENGES, EQUALITY, UNNATURAL OFFENCES, DISCRIMINATION

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Creative Commons Attribution 4.0 and The Open Definition

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This research paper aims to investigate the factors that influence the general financial literacy, financial report literacy, and stock investing literacy of Indonesian stock investors. Through a survey conducted among Indonesian stock investors, this study explores the relationship between age, income, education, experience, and marital status with financial literacy. The findings indicate that the impact of various factors on financial literacy differs across different types of financial literacy. The results provide insights for policymakers, financial educators, and stock investment professionals to develop effective financial literacy programs tailored to Indonesian stock investors

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Creative Commons Attribution 4.0 and The Open Definition

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Financial literacy, stock investor, stock investing

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Creative Commons Attribution 4.0 and The Open Definition