Volume 6 | Issue 3 |

 Abstract

In societies worldwide, the interplay between culture, religion, and women's consent shapes attitudes, practices, and legal frameworks regarding women's autonomy and decision-making. This comprehensive analysis delves deeply into the complexities of this intersection, exploring various cultural, religious, and sociopolitical contexts to elucidate the intricate dynamics at play. Through an in-depth comparative study, we aim to unravel the nuances of how culture and religion influence women's consent and examine the implications for gender equality, human rights, and social justice.

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 Keywords

The Intersection of Culture, Religion, and Women's Consent: A Comparative Study

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A pleasant atmosphere for learning cannot be achieved without effective classroom management. The focus of the article is on how different classroom management strategies affect teacher commitment and effectiveness in the classroom. Teachers may find strategies that complement educational objectives and student requirements by contrasting different management systems. Teachers' dedication and competence as educators have a major bearing on whether or not they choose useful methods. These elements work together to affect how and what students do in the classroom. Instructors may improve their management abilities via continuous professional growth and self-reflection. In order to develop good behaviour and academic performance, teachers need to be able to provide a safe and stimulating learning environment.

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"Classroom management techniques interact with teachers' dedication to their roles, their ability to educate, and other factors"

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Since female entrepreneurship may alleviate poverty, create jobs, and advance gender equality, it is regarded as a crucial component of economic progress in developing nations. In contrast to earlier times, women now play a significant part in entrepreneurship and contribute to global economic progress. The government is paying more and more attention to women entrepreneurs as a result of increased research, new courses, and awareness of the field's significance. As a matter of fact, the liberalisation and globalisation that have occurred in India have created a wealth of prospects for the country's economy. The paper discusses about the role of Manipuri women in society who hold quite a prominent role from ancient period. Women in the Northeast are typically shown as managing markets and conducting trade. One of the largest marketplaces in Asia that is managed and controlled by women is the Nupi-Keithel (Women's market) in Manipur. Its role as a controlling institution of women that influences and benefits the state's whole economy gives it a unique position. The paper critically analyses the financial needs, social commitments, mobility, availability of workers, difficulties in obtaining loan etc. faced by women entrepreneurs of Manipur. Their contribution toward the economic and social enlistment of family was never given consideration. The study emphasises on the need of continuous attempt to inspire, encourage, motivate and co-operate with women entrepreneurs, awareness program should be conducted on a mass scale with the intention of creating awareness among women about the various areas to conduct business. Women entrepreneurship provides effective framework for sustainable development of the country. It also helps in sustainable revitalization of GDP of a country by generating the employment.

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 Keywords

Women entrepreneurs, Manipuri women, Gender equality, Economic progress, State economy, Sustainable development, Globalisation, GDP revitalization

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ABSTRACT Assam is a land of unique diversity of casts and communities. The Nath - Yogis of Assam are the ethnic people live in Dhubri, intricately entwined with aesthetics and religious beliefs and ideas so much that become an integral part of religious, cultural heritage and social dynamics. The major livelihood of the people depends on agriculture, dairy, navigation, water transport and trade. The Rivers and tributaries are held as sacred and vital culture and religious rituals throughout the area. This research paper studies the socio-economic and cultural system of the said community with resemblance to the aesthetics and religious credence. The objectives of this study are to understand the importance of their religion and how these people have been enjoying their life with aesthetic. This paper would focus on the religious identity of Nath-yogi and their consideration with aestheticism. The present community is considered as Rudraja Brahmana and they are Shaiva.

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aesthetic, Rudraja Brahmana, Nath-yogi, credence, heritage, Shaiva

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Due to impact of urbanization and industrialization there is an adverse effect on biodiversity. Decline in biodiversity is a global issue facing the world community. Education is the key role in cognizant the changes in global environment. In the present situation environmental education is must, with reference to academic syllabus to aware and update current biodiversity status among college students. So with respect to it awareness of biodiversity was carried out among the undergraduate students(Life Science). In the study students were given a questionnaire in related to impact of urbanization on biodiversity and its conservation, results reveal that students were unaware of the conservation of biodiversity and had less knowledge of fauna than flora.

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 Keywords

Biodiversity, conservation, flora, fauna.

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Creative Commons Attribution 4.0 and The Open Definition

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Advanced Machine Learning Approaches for Predicting Cardiovascular Conditions - A Comprehensive Review The primary challenge in the healthcare sector revolves around the timely diagnosis of diseases, a crucial factor in saving numerous lives. Leveraging machine learning classification techniques can profoundly enhance medical practices by delivering precise and rapid disease diagnoses. This not only streamlines the process for both physicians and patients but is especially vital in addressing the global menace of heart disease, the leading cause of mortality. This paper conducts a comprehensive exploration of various machine learning classification techniques designed to assist healthcare professionals in diagnosing heart conditions. We commence with an overview of machine learning, providing concise definitions of commonly employed classification techniques for heart disease diagnosis. Subsequently, we delve into a review of notable research endeavors employing machine learning classification techniques in this domain. Additionally, the paper includes a meticulous tabular comparison of the surveyed studies.

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 Keywords

Machine Learning, Heart diseases, heart disease diagnosis; heart disease prediction; machine learning; machine learning classification techniques

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In the digital age, the exponential growth of data has ushered in a new era of information abundance, with profound implications for various facets of our world. This research paper explores the profound impact of big data on the global landscape, highlighting its transformative potential and multifaceted significance. We delve into how big data-driven innovations are reshaping industries, economies, and societies, addressing key themes such as data-driven decision-making, technological advancements, privacy and ethics, and economic growth. By examining case studies from diverse sectors and regions, we elucidate the far-reaching consequences of big data and underscore its central role in shaping the contemporary world. This comprehensive analysis aims to provide a nuanced understanding of big data's influence, shedding light on both its opportunities and challenges, and offering insights into its future trajectory.

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 Keywords

large facts, Technological world, records mining, applications.

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Creative Commons Attribution 4.0 and The Open Definition

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Soft computing techniques are the family of problem-solving techniques widely used in real-world problems to deal with imprecision, approximation, tractability, robustness, and low-cost solution. With the development of soft computing techniques, image classification problem also increases the interest of researchers. Various issues and challenges are persisting in applying these techniques in image classification. This paper presents analysis of soft computing techniques for image classification problems.

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Soft Computing, Image Classification, Multi-Layer Perceptron, CNN, DNN.

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Creative Commons Attribution 4.0 and The Open Definition

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Abstract: This research delves into the income and expenditure patterns prevalent among middle-class families in Sangareddy District. The study aims to comprehensively analyze the financial dynamics within this demographic, shedding light on their sources of income, allocation of funds, and spending priorities. By employing a mixed-methods approach that combines surveys and interviews, a representative sample of middle-class households was surveyed to gather quantitative and qualitative data. The findings reveal a nuanced understanding of the financial behaviors of middle-class families in Sangareddy District. The study highlights the diverse sources of income that contribute to their economic stability, including salaried employment, self-employment, and investments. Furthermore, it uncovers distinct expenditure patterns, identifying key categories such as housing, education, healthcare, and leisure activities that consume a significant portion of their budgets.

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Policymakers, middle-class families and socioeconomic conditions

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In earlier days the number of cars that were in use were less as most of the people preferred public transport system. But now days with the ease of getting loans from large number of banks, concept of pooling, time management and several other factors most of the people prefer to buy private cars. It is a known fact that for every action there will be a reaction, so in this case the more number of cars on the road is creating a chaos of car parking. Now a days in some of the big cities the government and sometime some private players are coming up with pay and park facilities for the cars. But here the driver has to often waste time in finding a space for parking the car. In today's fast moving world time has become more valuable than money. So we have to design a system which will help the driver of the car to find the space in the parking area within some accepted time without causing delays.

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 Keywords

ESP8266, RFID, IR sensor, Web server.

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Creative Commons Attribution 4.0 and The Open Definition