Volume 12 | Issue 8 |

 Abstract

Artificial Intelligence (AI) integration in education promises to transform language learning particularly in English education. This study examines AI's impact on language acquisition, comprehension and fluency in English learners. It aims to evaluate AI applications in English Classrooms, explore their influence on teaching methods, and assess perceptions among educators and students. Literature review emphasizes AI's diverse uses, including natural language processing and adaptive learning platforms for personalized learning and enhanced language proficiency. Employing a mixed method approach, quantitative analysis of language outcomes combines with qualitative insights from surveys, interviews and observations. Expected results aim to demonstrate AI's positive influence improving language skills, boosting engagement and fostering tailored learning experiences. Challenges in AI implementations such as accessibility and pedagogical adaption are also investigated. This research's implications extend to educators, institutions and policy makers, offering insights into leveraging AI to improve English education. Understanding AI's impact and limitations supports refining teaching methods and curriculum for effective language acquisition. Overall, this study contributes to innovative language education approaches, providing guidance on AI integration to advance English proficiency in modern classrooms.

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 Keywords

Artificial Intelligence, English language education, AI applications, personalized learning, language proficiency.

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Big data is an essential aspect of innovation which has recently gained major attention from both academics and practitioners. Considering the importance of the education sector, the current tendency is moving towards examining the role of big data in this sector. The educational system regularly accumulates huge amounts of data, so the issue of systematic processing of that data is one of the most pressing today. Big Data in education allows to rethink approaches, close long-standing gaps, and adapt the learning experience to improve the efficiency of the system all around. Big Data in Education is revolutionizing the way we approach teaching and learning. You will also get a clear view of how institutions can ensure the privacy of student data. This paper attempts to offer a broader definition of big data in education, varied applications of big data in institutional settings, tools and technique which are used to store and process the educational data and the benefits of using big data in education.

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 Keywords

Big data in education, Role, Tools, Applications, Benefits.

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India's democratic experience of the past six decades has clearly established that good governance must aim at expansion of social opportunities and removal of poverty. According to the author, the participation of women in politics and government is essential to build and sustain democracy. Despite comprising over 50 percent of the world's population, women continue to be under-represented as voters, political leaders and elected officials. In spite of the many benefits of fully engaging women in society, women still face significant barriers to entering government and shaping the decisions and policies that influence their lives. Sometimes the barriers to women's participation are legal. Around the world, for example, women had to advocate and lobby for the right to vote. Besides, women's education and literacy levels are lower than men's. So even if women are not legally prevented from running for office, educational requirements or candidate registration processes may, in practice, exclude the majority of women. There are a number of "special measures" that can be either included in election laws or adopted informally by parties in order to guarantee women's representation in political bodies. Such special measures are adopted in situations where women may be particularly disadvantaged or discouraged from participation. Certain mechanisms may be used as a transitional way to enhance women's representation in situations where it would otherwise be low or non-existent. The paper deals with these subjects in detail that challenges are remain to women's meaningful political participation. Women must be equal partners in the process of democratic development. As activists, elected officials and constituents, their contributions are crucial to building a strong and vibrant society.

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 Keywords

Empowerment, challenges, gender mainstreaming etc

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This paper proposes a unified approach for car lane detection and object detection using Convolutional Neural Networks (CNNs). Leveraging YOLOv5 for object detection and a custom sequential CNN model for car lane detection, our system achieves robust real-time performance in identifying lane boundaries and various objects concurrently, including vehicles, pedestrians, and traffic signs. Extensive evaluations on benchmark datasets and real-world scenarios demonstrate superior accuracy and efficiency, making it suitable for deployment in resource-constrained environments such as autonomous vehicles. This work contributes to the advancement of intelligent transportation systems by providing a unified framework for simultaneous car lane detection and object detection, enhancing driving safety and autonomy.

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Convolutional Neural Networks ,YOLOv5 ,Object Detection, Car Lane Detection

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The fishing and aquaculture sub-sector has seen significant growth, with output increasing from about Rs 80,000 crore in 2011-12 to approximately Rs 1,95,000 crore in 2022-23 in Andhra Pradesh. This includes the entire output of marine fishing and prawn production. Fish farming (culture), also called pisciculture is the principal form of aquaculture. It involves raising fish commercially in tanks or enclosures, usually for food. The discipline of Fisheries and Aquaculture is science, art, business rolled into one. It is science as far as the techniques of fish breeding and production are concerned; an art as far as managing the work skilfully is concerned and a business as far as trading in fish and other aquatic products is concerned. Fishery is the occupation or industry of catching, processing or selling fish or shell fish. Fish farming offers an alternative solution to the increasing market demand for fish and fish protein. More than half of the sample fish farmers are below 50 years age in all the sample mandals in the study area. More than 30 years fishing experience are more in Kaviti mandal 11.5 percent and the remaining three mandals reported very less figures. It is seen in the table that more than half of the fish farmers (65.5%) earn income below Rs. 1,50,000. We can see that saving made by fish farmers in the study area is very less.

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fish farmers, Income, Saving, literacy, fishing, consumption, rural, marketing

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Nanosponge, degradable polyester, nanoparticles, eco-compatible, Caspofungin and emulsion solvent diffusion method

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This study explores the spending patterns of college students in Sivakasi who have engaged themselves in part-time jobs. By examining various demographic factors, sources of income, expenditure categories, savings habits, financial management practices, and challenges faced, the research aims to provide a comprehensive understanding of the financial behavior of this demographic. Data were collected through surveys and interviews with students from various fields of study and year levels. The analysis revealed key trends in income levels, predominant spending categories, and the proportion of income allocated to savings. Additionally, the study identified common financial challenges faced by these students and their coping strategies. The findings offer valuable insights into the economic activities and financial management practices of part-time job goers among college students, contributing to the development of targeted financial education programs and support systems to enhance their financial well-being.

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Part-time jobs, spending patterns, income sources, expenditure categories, savings habits, financial management and economic challenges

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Creative Commons Attribution 4.0 and The Open Definition

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This research paper delves into the multifaceted dynamics of mergers within the Indian Banking Industry, focusing on their impact on market share, growth, and the regulatory framework governing these amalgamations. The study meticulously scrutinizes Punjab National Bank and Union Bank of India, evaluating their financial trajectories, particularly in relation to interest income, non-interest income, non-performing assets (NPAs), and Return on Assets (ROA). The analysis of Punjab National Bank underscores consistent growth in core revenue streams alongside commendable efforts in managing and curbing NPAs, resulting in an improved asset quality and enhanced profitability relative to total assets. Conversely, Union Bank of India has displayed growth in income sources but faced challenges concerning a notable surge in Net NPAs in 2023, necessitating strategic actions to preserve asset quality and sustained profitability. In exploring the impact of mergers, this paper elucidates that while mergers offer potential benefits such as expanded market share and operational efficiencies, their success hinges on effective integration strategies and adept handling of challenges. Furthermore, the study scrutinizes the regulatory frameworks governing mergers in the Indian banking sector, highlighting the need for a balanced approach considering systemic stability, competition, and consumer welfare. It stresses the importance of continual evaluation and alignment of policies with the evolving dynamics of the banking industry for positive developmental contributions. It recommends embracing technological innovation, fortifying risk management practices, adapting to evolving customer needs, and fostering collaborative efforts between banks, policymakers, and stakeholders to cultivate a resilient, inclusive, and sustainable financial ecosystem. The insights and findings presented herein serve as valuable guidelines for policymakers, banks, and stakeholders, facilitating informed decision-making and strategic planning within the Indian banking landscape.

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mergers, market share and growth, public sector banks.

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The Buddhist justice system is very significant to rebuild the nation in the modern era, wherein we can create a peaceful and harmonious society. The Buddhist justice system places a strong emphasis on compassion, understanding, and empathy. In a world that often prioritizes punishment and retribution, the Buddhist approach reminds us of the importance of considering the underlying causes of conflicts and the suffering experienced by all parties involved. This perspective can contribute to more compassionate and humane approaches to justice. Buddhist principles align with the concept of restorative justice, which focuses on healing and restoring relationships, rather than purely punitive measures. By emphasizing reconciliation, forgiveness, and repairing harm, the Buddhist justice system encourages a more holistic and constructive response to wrongdoing, aiming to foster healing and rehabilitation for both individuals and communities. Buddhist justice emphasizes the cultivation of ethical conduct and the pursuit of social harmony. Promoting virtuous behaviour and moral education, it seeks to prevent conflicts and create conditions for a just and harmonious society. This aspect of Buddhist justice can be relevant in modern societies grappling with issues of crime, social inequality, and the need for ethical frameworks. However, my research shall be focused on the rule and regulations of Vinaya Pitaka, wherein I shall discuss the basic code of conduct of Patimokkha. The Patimokkha is divided into different sections, such as the Parajika (defeat), Pacittiya (offences entailing confession), and Sanghadisesa (offences requiring a formal meeting for resolution). These rules cover a wide range of areas, including ethical conduct, interactions with others, proper use of requisites, sexual conduct, and more. The Vinaya Pitaka provides rules and regulations concerning the daily life and routine of monastics. This includes guidelines for the proper use and maintenance of robes, alms rounds, etiquette within the monastic community, rules for mealtime, proper conduct during various activities, and guidelines for dwelling places. The Vinaya Pitaka specifies various offences and the corresponding penalties for violating the monastic rules. The severity of offences varies, ranging from minor offences requiring confession and atonement to serious offences leading to expulsion from the monastic community.The topic of my research shall be focused on the Buddhist justice system which can be useful to rebuild the nation, where every nation can take benefit from implementing this. My research mainly focuses on the relevance of the Buddhist justice system in the modern era wherein I will take some points of Buddhist teaching for lay people however mainly will be focus on Vinaya Pitaka, where rules and regulations made for monks and nuns.The proposed research paper will elaborate on these points in detail.

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 Keywords

Vinaya Pitaka, Patimokkha, Buddhist, Justice, Rebuild, Ethical

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Pravasi hindi sahitya

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Pravasi hindi sahitya

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Creative Commons Attribution 4.0 and The Open Definition