Volume 12 | Issue 5 |

 Abstract

The main theme of our paper is identifying whether the Instagram profile is genuine or fake. Algorithms will be trained with all previous users fake and genuine account data and then whenever we give new test data then trained model will be applied on new test data to identify whether given new account details are from genuine or fake users. The machine learning-based methods were used to perceive false accounts that could give the wrong impression about people. The dataset is pre-processed using a variety of python libraries and a comparison form is obtained to get a realistic algorithm appropriate for the specified dataset. An effort to notice forged accounts on the social media platforms is strong-minded by a variety of machine learning algorithms. The performances of the classification algorithm like support vector machines and artificial neural network are used for the detection of fake accounts.

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 Keywords

Fake Profile Identification, Machine Learning, Neural Network, SVM

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Education holds vital importance in the Indian system for several reasons deeply embedded in its socio-cultural structure and national development aspirations. Education in India is perceived as a means of social mobility and economic empowerment. Historically, education has been a privilege of the elite, but post-independence, there has been a concerted effort to make it accessible to all. The Indian government has initiated various schemes and policies to promote education among marginalized communities, aiming to bridge the socio-economic gaps. Education plays a vital role in nurturing national unity and integration in a country as diverse as India. With hundreds of languages, cultures, and religions, education serves as a common ground where students learn about the country's rich heritage, history, and shared values. The national curriculum ensures that students are exposed to a broad spectrum of knowledge, fostering a sense of belonging and national identity. This paper enlightened the importance of NEP (New education policy)-2020 for addressing the challenges of poverty, unemployment, and inequality prevalent in state of Uttar Pradesh India.

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New Education policy (NEP), Basic Education, Skill Development

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Smart and Internet of Things (IoT) technologies are developing and being used at a rapid pace, opening up new avenues for technical breakthroughs in a variety of areas of life. IoT technologies' primary objective is to streamline various industry processes in order to guarantee increased productivity of systems (technology or particular procedures), and lastly to raise the standard of living. Sustainability has emerged as a major concern for the public as a result of the dynamic development of IoT technologies, which are providing a variety of beneficial effects. However, this rapid development needs to be closely watched and assessed from an environmental perspective in order to minimize the likelihood of negative effects and guarantee the wise use of finite global resources. In the former sense, extensive research is required to thoroughly examine the benefits and drawbacks of IoT technologies. There was also discussion of some IoT technology application areas. reflects the advancement achieved. The editorial that follows covered four major current topics, namely the most recent developments in the following fields: The applications of IoT technology include: (i) sustainable energy and environment; (ii) smart cities enabled by IoT; (iii) ambient assisted living systems and e-health; and (iv) low-carbon and transportation-related products. The primary findings of the review introductory article enhanced comprehension of the state of technological advancement in IoT application domains and the ecological consequences associated with the growing utilization of IoT items. It is anticipated that every gadget will have an Internet connection by 2025, which will lead to an increase in the total number of devices having Internet connections. By 2030, 500 billion gadgets will be connected to the Internet of Things (IoT), according to Cisco. In addition, Telefonica predicts that by 2030, 90% of cars will be connected to the Internet of Things, and that by that time, each individual will own an average of 15 connected devices. Nonetheless, a 2015 assessment predicted that by 2020, there will be over 250 million linked cars on the road worldwide--a 67% increase. Many industrial opportunities provided by the Internet of Things enable industries to develop innovative models and tactics to bring their ideas to reality. These industrial prospects also bring together research studies, engineering skills, the sciences, and the humanities under one roof, providing researchers and specialists in multidisciplinary study domains with innovative and fruitful examination options. IoT is also making the world a smarter place where everything is easily and rapidly available. Figure 1 illustrates a few clever uses. Generally speaking, based on the IoT technologies' state of growth, industries will deal with ventures through fast speculation.

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Keywords: Internet of Things(IoT), Sensors, Smart cities, embedded system, sustainable energy, devices.

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 Abstract

The aim of this study was to relationship of selected anthropometric variables and flat serves performance among university tennis players. They selected subjects of (n= 30) men tennis players represented university were purposively selected from Tamil Nadu, India for this study, the age of the subjects ranged from 18 to 25 years. The subjects had past playing experience of at least five years in tennis. The selected anthropometric variables namely height measured with stadiometer in cm, weight measured with weighing machine in kg, arm length and leg length were measured in measuring tape in cm. Hewitt's tennis skill test was used to measure the flat service performance (speed and accuracy). The collected data was statistically analyzed by using descriptive statistics and Pearson's correlation coefficients. The finding reveals that the significant positive relationship with height and moderate relationship with weight, arm length leg and length.

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Anthropometric, Height, Weight, Arm length, Leg length, Flat Serve performance.

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Ulcer is a ordinary gastrointestinal disorder that is seen between many population within bacterium Helicobacter pylori is viewed as ultimate low cause of infection. Long-term use of NSAIDs to a degree Paracetamol, Aspirin, Diclofenac, etc. Various herbaceous cures have been secondhand as a rule for the remedy of an internal or external sore disease (PUD), nevertheless controlled news with commendations to their antagonistic-an internal or external sore both in-vivo and in-vitro in addition to dispassionate studies advocating their use is still inadequate. Preliminary phytochemical hide of these herbs has proved the demeanor of important subordinate metabolites like flavonoids, alkaloids, terpenoids, tannins that are being the reason for the anti-abscess endeavor. The purpose concerning this study is to treat of an internal or external sore ailment search out relieve pain, cure the lesion, and delay abscess recurrence utilizing herbaceous curative plants.

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Natural Pain Killer, Helicobacter Pyroli, Peptic ulcer disease, , Medicinal Plants

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The integration of Artificial Intelligence (AI) into manufacturing automation has emerged as a pivotal driver of efficiency and innovation in industrial processes. This research paper presents a thorough investigation into the multifaceted implications of AI integration in manufacturing automation, encompassing its applications, benefits, challenges, and future prospects. Drawing upon a comprehensive review of literature, case studies, and empirical evidence, this paper provides valuable insights into the transformative potential of AI in optimizing manufacturing operations, improving quality, reducing costs, and enhancing competitiveness on a global scale.

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The Introduction section provides an overview of the significance of AI integration in manufacturing automation, highlighting its role in driving operational efficiency, quality enhancement, and adaptive responsiveness in the face of evolving market dynamics.

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occupational stress is called the production of the stress among the employees due to the work process and other related factors. Hence, it is called as the production of the distress due to cumulative effect of the work pressure. There are several factors which leads to have occupational stress among the employees, especially in the banking sector the amount of the stress is little high compare to the other industry as the banking sector is relating to the finance or money. The two important factors which affects the creation of the occupational stress are profession and the personal life. In order to understand the effect of the working life as well as the personal life on the employees this study was undertaken, the balance between both the factors are essential in creation of job satisfaction, employee engagement, and work performance. In the light of the same work life balance has been considered as the major variable in production and management of the stress among the bank employees. This study is based on the both primary and secondary data sources and the study is descriptive in nature.

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Work related factors, Family related factors, Bank employees, Work life

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This study delves into the financial management practices adopted by Shriram EPC Limited in executing water supply schemes for the Drinking Water & Sanitation Department. As

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financial management articles, water supply scheme

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The purpose of this study is to investigate the impact of credit card usage on the economic growth of India, aiming to contribute to its development. A survey was conducted involving 50 credit card users in India, supplemented by market research. The questionnaire focused on demographics and credit card usage behaviour. The findings reveal gaps in understanding and utilization of credit card facilities, with defaults largely attributed to multiple cards and fraudulent transactions. Despite limited awareness of default consequences, most users pay their balances in full. Reasons for cancellation include non-payment or inactivity, indicating insufficient comprehension of credit card agreements. Addressing these gaps in credit card usage could potentially stimulate economic growth in India.

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Credit card, Economy Growth, Perception

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Creative Commons Attribution 4.0 and The Open Definition

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This research looks at how assets and liabilities are valued and verified in the manufacturing and commerce sectors. The background, significance, theoretical ramifications, and current tendencies of the subject are highlighted in Chapter 1's introduction. A corporate and industry profile is given in Chapter 3, while Chapter 2 evaluates pertinent literature. The study design is described in Chapter 4 along with the issue description, research gap, objectives, scope, methodology, along with data collection methods. There is also discussion of limitations. Data analysis as well as interpretation are presented in Chapter 5, and the study is concluded, with a summary of findings and recommendations, in Chapter 6. The goal of the research is to improve asset-liability management and financial accuracy in these industries.

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 Keywords

Verification, valuation

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Creative Commons Attribution 4.0 and The Open Definition