Volume 11 | Issue 5 |

 Abstract

Campus recruitment is an important process for both students and employers. For students, it offers the opportunity to explore potential career paths, gain valuable work experience, and secure a job after graduation. For employers, it provides access to a pool of talented candidates who are just entering the job market. The campus recruitment process typically involves several steps, including job postings, resume screening, interviews, and job offers. Effective communication between students, colleges, and recruiters is critical at each of these steps to ensure that the process runs smoothly and efficiently. By providing a direct and streamlined means of communication, apps like RecruitMe can help to improve the efficiency of campus recruitment and make it easier for stakeholders to connect and exchange information.

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 Keywords

Campus recruitment, Job postings, Interviews, Job offers, Effective communication, Colleges, Recruiters, Streamlined communication, Information exchange

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 Abstract

The process of identifying a company's strengths and weaknesses is referred to as financial analysis. By determining the relationship between the items on the balance sheet and profit and loss account of the business, the study is completed. The investigation was conducted by examining HCL Technologies' five-year financial statements. The study's primary goals are to determine the company's financial analysis and to assist in determining the company's growth. Secondary data is used in this study. The current ratio, quick ratio, cash ratio, dividend payout ratio, debt to equity ratio, debt to asset ratio, asset turnover ratio, basic earnings per share, and other metrics were employed in the study.

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Financial performance analysis, Ratio analysis.

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Skin is an Extra-ordinary human structure. People frequently suffer from many known and unknown diseases. There are the large number of spread diseases and some of them are the most common disease in the world. The diagnosis of these diseases are very difficult because of its difficulties in skin texture, presence of hair on skin and color. Due to the lack of medical facilities available in the remote areas, patients usually ignore early symptoms which may be worsen the situation as the time progress. The diagnosis of skin Disease also take longer time. It is required to develop methods of diagnosis using machine learning in order to increase the accuracy of diagnosis for various types of skin diseases. Machine learning techniques are widely used in medical fields for diagnosis. These algorithms use feature values from images as input to make a decision. The process consists of three stages-The feature extraction stage, the training stage and the testing stage. The process makes use of machine learning technology to train itself with the various skin images. The objective of this process is to increase accuracy of skin disease detection. Three important features in image classification are texture, color, shape, and combination of these. In this work, color and texture features are used to classify the skin disease. Normal skin color is different from the skin with disease. Smoothness, coarseness, and regularity is effectively identified using texture features in the images. Hence, these two features are explored to identify skin disease effectively. In this work, entropy, variance and maximum histogram value of Hue-Saturation-Value(HSV) features are used. These features are used to build machine learning algorithm by using Decision Tree(DT)and Support Vector Machine(SVM). At first level, entropy measure is used to split the tree. At second level, variance is used to get leafs for textures. In color features, maximum histogram value of HSV measure is used to split the tree. Accuracy is used to test the performance of the proposed algorithm.

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Skin Diagnose machine learning SKINDISEASE,CNN,IMAGE CLASSICICATION

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 Abstract

The world is in chaos. Stress, anarchy, social evils, unrest, war, strife and a struggle for existence are continually on the rise. Lord Krishna in Bhagavad Gita Verse 3.31 says that yadyadacaratisreshthatadtadevatarojanah, sayatpramanamkurutelokas tad anuvartate(whatever action a great man performs, common men follow. And whatever standards he sets by exemplary acts, all the world pursues) (Prabhupada2003). According to Trichy and Cohen (2002), 'in a competitive environment, organizations need leaders who can determine the direction; who can redirect the organizational energies and decide what needs to be done.' Are our current world leaders are exhibiting the right principles on which to lead one's life and setting the right examples? Ancient scriptures such as the Ramayana and the Mahabharata (which includes the Bhagavad Gita), amongst other wisdom, contain Life Management principles based on which mankind can lead happy, successful and fulfilling lives. If leaders make a thorough study of these principles, explain them in society and follow the principles, the world would be a much better place. This paper strives to dive deep into our ancient scriptures and explore the principles of life management which act as a solid foundation for long term development and prosperity. The extant literatures have explored the principles such as human capital development, stress management and copying strategy, and management principles from Bhagavad Gita (Chandekar, 2012;Verma and Singh 2014;Satpathy 2008).This study intends to have an in-depth study of Bhagavad Gita to clearly bring out the Life Management principles useful for our day to day life. The paper utilizes the methodology of Hermeneutics to scrutinize several editions (authors) of the Bhagavad Gita including Bhagavad Gita As It Is interpreted by Prabhupada (2003) to arrive at the principles. Following are some principles drawn from the Bhagavad Gita: o Stress is inevitable in this world, but suffering is an option. Those who are spiritually strong develop the quality of absorbing pain without being disturbed. o Ati sarvatra vivarjitah. Excess of anything is bad. The Gita says in Verse 6.17 that one can mitigate all miseries by performing Yoga and by being regulated in one's habits of eating, sleeping, recreation and work. o The Art of Working is to work with knowledge and detachment as one's duty towards the Supreme. Verse 2.47 describes the art of working in this world. o Instead of focusing on too many projects at a time, better to focus on few.

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Karmayoga, Vedic Life Management, Art of Smart Working.

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Helicobacter pylori is a Gram-bad microaerophilic bacterium dispensed at some stage in the acid-secreting gastroduodenal mucosa in human beings. Colonization by using Helicobacter pylori is not itself a ailment, but infection reasons a ramification of medical problems inside the top gastrointestinal tract. Concomitant antibiotic therapy is suggested as first-line treatment. however, the development of resistance to antibiotics, undesirable aspect effects, and the excessive value of treatment make this disorder very difficult to treat successfully. pylori remedy. The look for opportunity naturopathic medicines which are cheaper, free of unwanted side effects, and with ease to be had to most people takes time. A recent have a look at discovered that the usage of medicinal flora can lessen Helicobacter pylori contamination. on this regard, latest reports in Ayurvedic texts point out Sunti (Zingiber officinale), Rasona (Allium sativum), Campiraka (Mallotus philipinensis), Karajaji (Nigella sativa), Chitraka (Plumbago zeylanica), Sarpangka, and so on. i'm right here. It reflects gastroprotective medicinal plant life with giant anti-H. pylori interest. it's miles consequently concluded that the inclusion of herbal antioxidants in the normal day by day weight loss program may be the first-rate remedy for endured protection in opposition to Helicobacter pylori contamination.

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H pylori,ulcers,gasric cancer ,cag A, vac A , eosinophils, neutrophils, mast cells,urease

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This paper aims to address the challenges of creating accurate, concise, and pertinent responses from lengthy content when answering predetermined or generated queries. This research is part of the Explainable AI (XAI) field, which has struggled to find algorithms that balance predictive accuracy with transparency and explainability. While some NLP learning methods prioritize improving prediction accuracy, others like Bayesian belief nets and decision trees excel at promoting transparency and explainability. In addition, pre-trained language models like BERT and GPT need customization using specific datasets to achieve the desired final model. In this research paper, we investigate techniques to enhance the performance of existing KBQA systems and QA generators. We propose an approach that leverages the anatomy of long-form content to improve the quality of the questions and answers generated. Our approach comprises two components: a transformer-based model, DistilBERT, fine-tuned on datasets for the QA task, and a T5-based model coupled with a custom DataCollator to form input batches of dataset elements. Our approach shows promising results on benchmark datasets, outperforming state-of-the-art methods for both KBQA systems and QA generators. Our findings suggest that by considering the structure and semantics of long-form content, we can significantly improve the accuracy and relevance of the generated questions and answers, thereby improving the overall performance of KBQA systems and QA generators. In conclusion, this paper offers techniques to improve the accuracy and pertinence of responses derived from extensive content, contributing to the development of Explainable AI (XAI). By leveraging the structure and semantics of long-form content, our approach shows promise in enhancing the performance of KBQA systems and QA generators, providing an important step towards the creation of more advanced and efficient AI systems.

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Question-Answering system , Context-Question matching , Deep Learning , Seq2Seq Model , LSTM , Attention Mechanism , Encoder , Decoder , NLP, Text analysis

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Good skin care is very important. It help you skin stay in good condition. Skin care help to prevent acne , pimples. There are many skin care products available in market. Herbal skin products are natural product they don't have any adverse effect. Natural products is better than chemical based products. Chemical based products have toxic effect on your skin. (1,13)

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Protective skin Acne, pimple Oils, skin care

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In our day-to-day life we hear a lot of news about fishermen, once out on the sea the fishermen are subjected to various oceanographic and climatic conditions.The fishermen are unable to get the help from the government during emergency situations. This project gives them a solution to get rid of those problems. Neo 7m GPS module is interfaced to monitor the location of the boat all the time.We have also fed the location of the islands in the particular zone, so that they can land safely when the cyclone is severe. We can also use a GSM modules to transfer the message from the land mass or the coastal guards to the fishermen in the boat.In future, ISRO is planning to make marine communication successful with the help of launching a satellite. This helps to communicate their nearby land location to the rescue team or their family members.

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IOT,Thingsspeak,Nodemcu

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ANALYSIS & DESIGN OF RESIDENTIAL BUILDING AGAINST GRAVITY & SEISMIC LOADS USING STAAD PRO SOFTWARE

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ANALYSIS & DESIGN OF RESIDENTIAL BUILDING AGAINST GRAVITY & SEISMIC LOADS USING STAAD PRO SOFTWARE

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This article examines "federalism" as an abstract political concept similar to liberalism and socialism, and "federation" as a descriptive term denoting a form of government. The phrase "federative systems" refers to the genus of which federations are a species. The notion of "federalism" has significant consequences for comparison examinations of federations such as Canada and India. Both Canada and India began as quasi-federations and have since transformed into federations. They are not founded on the concept of federalism. The Constitution was not only the blueprint for a federation, but it was also inspired by a political theory we call "federalism," which consists of interlocking principles of governance who are very distinct from the parliamentary tradition that Canada and India adhere to. If these two nations wish to move beyond viewing federation as a means of power distribution, they will need to reevaluate their parliamentary tradition and, eventually, develop their own concept of federalism. India's federal system seeks to explain their effectiveness in terms of their symbiosis with the projects of nation-building and state-formation in India. This is done through a presentation of the basic structure of federalism in India and its political constraints. Federalism, along with parliamentarism, is axial principle of Government in India. Indian federalism is not a static entity. It has been evolving over the years form a predoom- namely parliamentary system. The flexibility of the federal process has made it possible for India to accommodate ethnos national movements in the form of new regions, thus gradually increasing both the number of states and the governability of the union. In this article we examine federal Process in India, structure, asymmetric federalism, andthe in-traction between globalization and India's federal system, in the context of the country's past decade of economic reform. Federalism in the modern age is a principle of reconciliation between two divergent tendencies, the widening range of common interests and the need for local autonomy.

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Federalism, Asymmetric federalism, Indian federal system

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