Volume 12 | Issue 5 |

 Abstract

In Indian educational settings, academic success is equated with best academic performance. Hence, it's crucial to grasp the influential factors behind it. This research project aims to investigate the impact of perceived stress and academic engagement on academic performance. Utilizing both quantitative and qualitative research methods, data was collected from a diverse sample of students across various educational levels and disciplines. Measures of perceived stress, academic engagement, and academic performance were assessed through validated instruments and self-report measures. The results indicate a significant correlation between perceived stress levels and academic engagement, suggesting that higher levels of perceived stress and academic engagement results in higher academic performance. In conclusion, this study contributes to the existing body of knowledge by elucidating the complex interplay between perceived stress, academic engagement, and academic performance. By understanding these dynamics, stakeholders can develop evidence-based strategies to support students in navigating academic challenges and promoting their overall well-being and achievement.

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 Keywords

Perceived stress, Academic engagement, Academic performance.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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fueZyk* miU;kl

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Creative Commons Attribution 4.0 and The Open Definition

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Abstract Democracy has become one of the pillars of this 21st century nation state. This democracy has been popularized because it represents all the section of the society. In modern times, representative politics has become one of the trademarks of social development. For the country like India, representative politics play a crucial role as it represents the diversity of the country. The tribal women of Bihar are also trying to get appropriate representative in this representative politics. This article tries to present the brief scenario of the tribal women of Bihar. It also tries to assure that without the political representation of tribal women, the concept of social development can't be fulfilled.

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 Keywords

Democracy, political representation, tribal women, social development

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 Abstract

Nutritional anaemia is one major health issues among women in Manipur. Poor density and bioavailabity of dietary iron staple foods are the major etiological factors for wide spread prevalence of iron deficiency in India. The prime objective of the study is to understand the Nutritional Anemia among Tribal Women in Manipur. This review paper discusses the prevalence of anaemia among women of pregnant women, non-pregnant, non- lactating women among tribal women in Manipur (15-49years) comparing NFHS-4 and NFHS-5. This paper will explore the current state of anaemia among the top five ST dominant district of Manipur. As tribal community largely depend on a limited number of locally available food items and found missing valuable nutrients which later cause deficiency of iron in the blood which is responsible for the formation of red blood cell to protect from anaemia. Additionally it is difficult to meet ascorbic acid, iron and folic acid requirements unless a good source of these nutrients is added to improve the anaemia status among the tribal community. Some issues like their geographical location, low literacy rate, low socio economic backwardness, high terrain, low status occupation, more children, no family planning and addition to lack of awareness about foods and nutrition can be a major issue in rising the causes of anaemia. Recommended for locally available low-cost seasonal foods preferentially vitamin C, iron, folic acid rich food items etc. are guiding principles for better anemia management. In order to improve nutritional related disease and health issues, studies of different health problems, study on nutritional status, and program based like intervention programme on nutrition should be encourage to bring health solution among the rural tribal community.

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 Keywords

Keywords: Nutritional, Anaemia, Health, Tribal, Women, Manipur, Community

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In the present computerized time medical services is one among the significant center region of the clinical space. Individuals attempting to find reasonable wellbeing related data that they are worried about. The Web could be an incredible asset for such an information, but you want to take care to try not to get hurtful data. These days, an epic amount of clinical data scattered absolutely across various sites on the Web keeps clients from finding valuable data for their prosperity improvement. Blunders in drug are one of the first extreme clinical issues that would be a danger to patients' lives. These issues build the necessity to utilize proposal frameworks inside the space of medical care to help clients makes extra efficient and right wellbeing related choices. In this research, we construct a medication proposal framework that utilizes patient surveys to foresee the feeling utilizing different exploitation processes like Count Vectorizer, TF-IDF, BeautifulSoup4, and Manual Component Examination, which can assist with suggesting the top medication for a given infection by various order calculations. The anticipated opinions were assessed by accuracy, review, f1score, exactness, and AUC score. The outcomes show that classifier utilizing TF-IDF exploitation beats any remaining models with 98.3%accuracy.

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Sentiment Analysis, Patient Reviews, TF-IDF, Passive Aggressive Classifier, Matrix, Machine Learning.

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 Abstract

dept of political science S.K.UNIVERSITY ANANTAPUR PIN 515003

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Keywords: contemporary state politics, political landscape, governance and policy-making.

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Classifying brain tumours is a crucial and challenging task that is required to identify the most effective treatment plan based on the many types of brain tumours. An individual's health and quality of life can be profoundly impacted by brain tumours. More than 84,000 people had a primary brain tumour diagnosis in 2021, and more than 18,600 of them passed away from malignant brain tumours. It is imperative that these cancers be promptly and precisely identified. A highly preferred diagnostic technique, Magnetic Resonance Imaging (MRI) is characterised by its outstanding picture quality and non-ionizing radiation.

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Brain Tumor, CNN, Machine Learning, Relu, Python,

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Siksha me kala : siksha me kala prasikshan ka mahatva

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Siksha me kala : siksha me kala prasikshan ka mahatva

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Creative Commons Attribution 4.0 and The Open Definition

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The rapid boom of urbanization and transportation demands has considerably elevated complexity of coping with visitors gliding on highways. This mission introduces a progressive real-time machine that inte- grates car counting, classification, vehicle type, and emblem detection with the usage of deep getting-to-know methodologies. The motive of this mission is to decorate highway site visitors' control by imparting compre- hensive insights into vehicle motion patterns. Employing cutting-edge convolutional neural networks which include YOLO(You Only Look Once), the gadget achieves precise and adaptable automobile detection across various environmental situations. In addition to accurate vehicle detection and counting, this mission uniquely extends its competencies to perceive automobile kinds and brands. By leveraging the electricity of deep studying, the machine can distinguish between exceptional car categories or even understand unique brands, contributing to richer visitor insights. The real-time nature of the system guarantees timely records shipping for informed choice-making in visitor management and infrastructure planning. Extensive experimentation with real-international toll road video information validates the system's first-rate accuracy, processing veloc- ity, and effectiveness as compared to traditional techniques. This mission represents a full-size development in highway traffic control, offering a comprehensive, real-time, vision-primarily based answer that encompasses detection, counting, and type of vehicle kinds and brands.

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 Keywords

Vehicle dataset, Image segmentation, Vehicle detection, Vehicle counting, Highway management

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

India's abortion laws have undergone a significant evolution over time, reflecting changing societal norms, medical advancements, and legal considerations. This abstract explores the historical trajectory and current status of abortion laws in India, highlighting key milestones, debates, and challenges. Historically, India's legal stance on abortion has been influenced by various factors, including religious beliefs, socio-cultural norms, and public health concerns. The Medical Termination of Pregnancy (MTP) Act of 1971 marked a watershed moment by legalizing abortion under specific circumstances, such as threats to the mother's life or health, fetal abnormalities, and contraceptive failure. However, the law was criticized for its restrictive nature, limited accessibility, and lack of clarity on gestational limits. In recent years, there has been a growing recognition of the need to reform India's abortion laws to ensure women's reproductive rights and address public health imperatives. The amendment of the MTP Act in 2020 was a significant step towards liberalization, extending the gestational limit for abortion and allowing women greater autonomy in decision-making. The amendment aimed to reduce maternal mortality, combat gender-based discrimination, and promote reproductive justice. Despite these advancements, challenges persist in the implementation and interpretation of abortion laws in India. Access to safe and legal abortion services remains uneven, particularly in rural areas and among marginalized communities. Stigma, misinformation, and socio-economic barriers continue to hinder women's ability to exercise their reproductive rights. Moreover, debates surrounding issues such as sex-selective abortion and conscientious objection by healthcare providers further complicate the landscape of abortion laws in India. Looking ahead, there is a need for concerted efforts to ensure the effective implementation of abortion laws, enhance access to comprehensive reproductive healthcare services, and address underlying socio-cultural barriers. Advocacy, education, and collaboration between stakeholders, including policymakers, healthcare professionals, and civil society organizations, are essential for advancing women's reproductive rights and promoting a more equitable and inclusive society. In conclusion, India's abortion laws have evolved significantly over the years, reflecting changing social realities and evolving medical practices. While progress has been made, continued efforts are required to realize the full potential of reproductive rights and ensure the well-being and autonomy of women across the country.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Abortion, India, Reproductive Rights, Legal Framework, Public Health

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Creative Commons Attribution 4.0 and The Open Definition