Volume 13 | Issue 4 |

 Abstract

Acute otitis externa is a generalized condition of the skin of the external auditory canal that is characterized by general oedema, pain and erythema. It can present as diffuse or localized form of inflammation of external auditory canal. Otorrhea, also known as ear discharge, is a common symptom of otitis externa. This condition, which includes inflammation, can be caused by issues in the external ear canal or a perforated tympanic membrane. Otorrhea is a sign of infection and is typically treated with antimicrobial agents to combat bacterial and fungal infections. The Gomayadi varti for karnadhoopana and Triphala Guggulu for shaman chikitsa are formulation mentioned in the Ayurvedic text can be a good option for the treatment of various infectious diseases. Karnasrava is a type of ear condition known as Vata predominant Tridoshaja disease and it's totally treatable. The term Karnasrava simply means a discharge from the ear. Karnasrava covers a range of ear problems and shares similarities with otitis externa based on signs and symptoms. The Gomayadi varti for karnadhoopana and Triphala Guggulu exhibited significant antibacterial, antifungal and anti-inflammatory activity in acute otitis externa. A 40year-old male patient was clinically diagnosed as Karnasrava (Otitis externa) and advised Gomayadi varti karnadhoopana and Triphala Guggulu as internal medicine for 7 days. The signs and symptoms were reduced to mild degree.

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 Keywords

Acute otitis externa, Gomayadi Varti, Triphala Guggulu, Karnastrava, Karnadhoopana, case study

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Abstract The article explores the themes of oppression, resilience, and human capacity for survival as depicted in Nadia Hashimi's novel A House Without Windows. The novel delves deeply into the life of the female protagonist Zeba, who is accused of murdering her husband. Through the portrayal of her life, Hashimi delves into the intricacies of the patriarchal and stereotypical Afghan society. The novel depicts how the female characters in the story are tortured under oppressive gender norms and how they struggle for justice within a corrupted and prejudiced legal system. Despite the societal boundaries imposed upon Zeba, she refuses to yield to desolation and despondency. She finds solace and strength in the ties she forms with her fellow inmates in the prison, who share their stories of misery, resilience, and hope. Through the depiction of the resilient female protagonist Zeba, Hashimi explores the strength and courage of Afghan women to challenge societal expectations. Her journey is a testament to the power of unity and the transformative power of collective struggle in the face of repression. The novel also sheds light on the problems of universal injustice and exploitation within Afghan society. It highlights the need for reform to address the actual causes of oppression and inequality. By challenging boundaries and flouting the shackles of oppression, Zeba's story serves as a powerful reminder of the enduring strength of the human spirit.

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Keywords: oppression, resilience, inequality, empowerment, self-discovery.

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Cyperaceae is a considered one of the most broadly dispensed species within the global. Cyperus rotundus especially observed in Estern, Asia, Africa, Pacific, Europe, and India. The plant reproduces through seed and rhizomes and tubers. The extent of reproduction is pretty speedy underneath hot and moist circumstance. Cyperus rotundus has been extensively used inside the moisturizer and soothing houses and enhance hair texture and manageability. The good plant combines with other plants, releasing many of the toxins found in the basal seed or tuber. All Cyperus rotundus used in cosmetics such ointments, oils, powders, creams an?l lip balms are extracted from the Cyperus rotundus plant. There are many plants that contribute antioxidants. Many of the poisons present in the base seed or tuber are released when the good plant mixes with other plants. The Cyperus rotundus plant is the source of all Cyperus rotundus used in cosmetics, including ointments, oils, powders, creams, und lip balms. Plants are a great source of antioxidants. Overconsumption of this extract may result in gastrointestinal issues, allergies, and other adverse effects like headaches, exhaustion, and dizziness. Cyperus is a plant that is frequently used in traditional medicine for pain relief, inflammation, and calming tea. Cream and Hair Treatment It is also referred to as Nagarmatha, and it contains a variety of medical qualities, including the ability to reduce inflammation and release antibiotics and other inflammatory chemicals from the body..

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Cosmetic, Allied species, growth conditions

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Lauramidopropyl dodecyl ammonium bromide (LAPDDAB) has been modelled and subjected to analyse the ADME properties using SwissADME web tool. It can be produced to operate as a medicine as it exhibits two promising factors, GI absorption and BBB permeability, along with a decent bioavailability score and worthy synthetic accessibility.

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 Keywords

Quaternary ammonium salts, antimicrobial activity, ADME properties, SwissADME and drug discovery

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Pneumonia is a leading cause of illness and mortality worldwide, especially among elderly populations and children aged below five. Every year, an estimated two million deaths were caused by pneumonia, with children aged below five years contributing twenty-three percent of these deaths. India accounts twenty-three percent of all pneumonia cases worldwide. In order to lower the death rate, early and correct diagnosis is important, especially in situations where there is limited access to healthcare services. In low-resource settings, interpretation of chest X-rays, a standard diagnostic tool for pneumonia, is mostly left to radiologists. We present a Vision Transformer system that uses Adam optimizer to enhance efficiency and accuracy for the automatic detection of pneumonia from chest X-ray images.

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pneumonia, Vision Transformers, chest X-rays, CT scans, Adam optimizer.

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This study investigates consumer preferences for online and offline shopping in the fast-moving consumer goods (FMCG) sector using a quantitative approach supported by response surface methodology (RSM). Key factors influencing shopping behavior, such as convenience, pricing, product availability, and customer experience, were quantified through structured data analysis. A total of 150+ respondents participated in the study, and their responses were analyzed using RSM to model the relationship between independent variables (age, income level, and shopping frequency) and dependent responses (online, and offline convenience preferences). The results demonstrated that online shopping is preferred due to ease of access, discounts, and a broader product range, whereas offline shopping remains significant for its immediacy and physical product verification. The RSM-generated response surfaces highlighted optimal shopping conditions, revealing a strong correlation between age, income sensitivity and shopping preferences. The key findings indicate that younger consumers (18-35 years) with higher salaries ($1500-$2500 per month) prefer online shopping (desirability score = 0.92), driven by convenience (46.7%), product variety (40.1%), and frequent discounts (44.1%). In contrast, offline shopping remains relevant for older consumers (40+ years) with moderate incomes ($2000-$3000 per month), who prioritize product inspection (40.8%), immediate availability (47.4%), and trust in quality (16.4%), with peak purchases occurring in the first week of each month. These findings provide actionable insights for retailers to optimize hybrid shopping models, ensuring better consumer engagement. The study concludes with implications for retail strategies and future research recommendations.

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 Keywords

FMCG sector, Response Surface Methodology, Income sensitivity, Shopping preferences, E-Commerce.

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In today's data-driven world, the internet is a vast repository of valuable information. Extracting and analyzing this data can offer unparalleled insights, opportunities, and a competitive edge. The Data Crawler, also known as a web crawler or spider, is a pivotal technology that plays a vital role in the extraction of web data at scale. It is an automated software program navigates through web pages, follows links, and systematically gathers data from diverse sources. This Python project uses Selenium to automate a web browser, enabling it to navigate to specified URLs and simulate user interactions. Once on a target page, Selenium employs CSS selectors or XPath to locate and extract desired data elements. The extracted data is then parsed, cleaned, and structured into a suitable format, such as CSV or JSON. Finally, the script iterates through multiple pages or elements as needed, systematically collecting and storing the organized data into a file or database for subsequent analysis or use.

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Data crawler, Data mining tool, Data collection, Lead generation data.

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This study explores the relationship between training and development initiatives and job performance among employees. The research examines how training influences employee productivity, job satisfaction, and skill enhancement. Using a structured questionnaire and quantitative analysis, the study assesses the effectiveness of training programs and provides insights for organizations to improve workforce capabilities. In the ever-evolving corporate environment, organizations continually strive to enhance productivity, efficiency, and overall employee performance. One of the most crucial strategies employed to achieve these objectives is investment in employee training and development. Training and development are often perceived as essential tools for fostering a skilled and adaptable workforce. Training refers to the process of equipping employees with specific skills or knowledge to perform their current job more effectively, whereas development focuses on long-term growth and preparing individuals for future responsibilities. The primary objective of this study is to evaluate how structured training programs and developmental initiatives influence employee productivity, job satisfaction, motivation, and career progression. The research employs both qualitative and quantitative methods, including surveys, interviews, and performance analysis, to gather data from employees and management across various industries. The findings suggest a strong positive correlation between effective training programs and job performance. Employees who receive regular and relevant training exhibit higher confidence, competence, and commitment to their roles. Moreover, developmental opportunities such as mentorship, leadership workshops, and career planning significantly contribute to job satisfaction and retention rates. A key insight from the study is that training and development not only benefit the individual but also contribute to organizational success. Companies that invest in employee growth tend to experience higher innovation rates, reduced turnover, and better adaptability to change. However, the effectiveness of these programs depends heavily on factors such as the relevance of the content, the methods of delivery, management support, and the integration of feedback mechanisms. Personalized and goal-oriented training programs yield better outcomes compared to generic sessions, highlighting the need for customized learning paths. In conclusion, training and development emerge as pivotal elements in enhancing job performance and achieving strategic goals. By fostering a culture of learning, organizations can empower their workforce, ensure sustained growth, and maintain a competitive edge in the global market. This study reinforces the notion that human capital is the most valuable asset of any organization, and investing in its continuous development is fundamental to success. Key Words: Work Life Balance, Performance Analysis, Training Programs

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9911077670

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Srimad Bhagavad Gita also teaches us how to accept death with joy. Among many other teachings, it teaches us to welcome death with joy, not to be afraid of it in the slightest. Srimad Bhagavad Gita teaches us how to embrace death, which is the ultimate truth. There are many verses in the Srimad Bhagavad Gita in which death is said to be an inevitable part of life and a transformative process. This physical body merges into the five elements, and the soul merges into another body. It is a ceaseless and unyielding process. It is believed that one who has understood the Gita well is freed from the cycle of birth and death.

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Srimad Bhagavad Gita, Prastanatrayi Grantha, Sanatan Dharma, Upanishads, Vedas, Vedangas, Birth and Death, Soul

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Abstract: This project utilizes ensemble learning models to predict career paths based on students' academic and skill-based profiles. By employing a combination of Random Forest and CatBoost classifiers, integrated under a stacked ensemble framework, the system provides accurate and robust predictions. The proposed approach leverages a simulated dataset comprising scores in mathematics, science, and language, alongside evaluations of coding and communication skills, to classify potential career paths across multiple fields.experimental results demonstrate that the stacked ensemble model achieves high accuracy and computational efficiency, highlighting its effectiveness in guiding students towards suitable career trajectories. Furthermore, the system incorporates validation mechanisms through cross-validation and rigorous testing to ensure reliability and adaptability. This work presents a practical application of ensemble learning in educational and career guidance, emphasizing its potential to revolutionize decision-making processes in real-world counseling scenarios

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 Keywords

Keywords--Stacked Ensemble, Career Path Prediction, Machine Learning, Random Forest, CatBoost

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