Volume 12 | Issue 3 |

 Abstract

In-depth analysis and investigation of a Virtual Mouse and Keyboard system operated by hand gestures are the focus of this research paper .In the field of human-computer interaction, the development of input devices needs to be user-friendly and effective. This paper provides a new approach to build a virtual mouse using pyAutoGUI, OpenCV, Mediapipe and other cutting-edge technologies, as well as mathematical techniques. The goal is to offer a new way of operating a computer interface that will be especially useful for users who have difficulty moving around or need more control over the computer interface. MediaPipe is used for hand-finger following and allows for real-time positioning of signals as well as development designs. OpenCV can be used as a comprehensive multipurpose system for picture preparation and control. PyAutoGUI is a Python-based robotization module that automatically changes over hand gestures to simulate mouse activities on the screen. This examination highlights the potential to combine these innovations to create a more comprehensive, open computing environment that can cater to a wider range of clients and open up new conceivable outcomes for human-computer interactions.

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 Keywords

Virtual Mouse and Keyboard, Hand Gestures, Human-Computer Interaction

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Creative Commons Attribution 4.0 and The Open Definition

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: In recent years, the Indian ETF market has experienced notable expansion and development. ETFs gained traction after their 2001 launch, especially with products such as Gold ETFs. But in 2013, budgetary reforms that lowered transaction taxes and increased the participation of ETFs in pension funds marked a turning point. ETFs used by the government to sell its stake in public sector companies accelerated asset growth and investor awareness. By 2018, the market was dominated by other ETFs, mostly in the equities space, which accounted for a significant amount of all ETF assets. ETFs provide advantages over mutual funds, such as flexibility in trading and efficient operations. This development highlights how ETFs are becoming more and more significant in the Indian investing scene.

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Capital market Investors Businesses Exchange-traded funds (ETFs), Bonds, Mutual funds, Stocks Investment ,

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Dr. B. R. Ambedkar is well known for his efforts as a fighter and a scholar to bring liberty, equality and awareness in Indian society regarding various social and legal matters. Various scholar regard Dr. Ambedkar as a feminist by heart. In the early 19th century, world at large witness a specific reformed movement in favour of women in which prominent figures such as Raja Ram Mohan Rao, along with Mritunjay Vidayalankar tried to drew the attention of the society towards wretched conditions. Dr. B. R. Ambedkar was the first ever Indian who tried to brought justice and equality for women under the umbrella of law rather than in air. The major step taken by him can be seen in the codification of Hindu code which bring the concrete and sincere efforts in Hindu personal laws, which provides women equal rights in various civil matters from marriage rights to adoption and from adoption to succession. Dr. B. R. Ambedkar conceptualize a gynocentric society, wherein patriarchal norms are subverted. Ambedkar recognized the impact of caste patriarchy, caste position, and internal Dalit patriarchy on Dalit women. Keeping in mind the importance of women in the society despite of their caste, Dr. Ambedkar by the way of various speeches try to make the people understand that the true equality and liberty lies in equal opportunities for all i.e., for both men and women. This research paper will focus on the efforts made by Dr. Ambedkar for the shaping of the Hindu code and his views on women's problems in pre- and post-independent India.

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 Keywords

women, rights, Hindu code, equality, women empowerment

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Webometric is measuring the the websites, webpages, Parts of Webpages, words in webpages, link structure, web search engine results. This study examines 24 state Government Universities of Madhya Pradesh. Investigate Domains distribution of websites, analyse number of webpages and link pages and calculate the Self-link web impact factor, External link web impact factor and Revised web impact factor for state Government Universities in Madhya Pradesh and Rank the websites as per the WIF.

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State Government University, websites, Madhya Pradesh, website Analysis, Link Analysis, Internal link, External link, Backlink, Web Impact Factor.

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Artificial intelligence (AI) is progressively reshaping medical practice, leveraging advancements in digitized data acquisition, machine learning, and computing infrastructure. Previously exclusive to human experts, AI applications now permeate diverse biomedical domains. This Review Article delineates recent AI breakthroughs, their biomedical implications, challenges hindering further progress in medical AI systems, and the economic, legal, and social ramifications of AI in healthcare. Our approach incorporates Python, benefiting from its extensive array of freely available packages spanning various domains. Key scientific Python libraries, including NumPy, SciPy, and pandas, offer efficient implementations of numerical operations, catering to common scientific and engineering tasks. These libraries provide a robust foundation for developing advanced scientific software without delving into low-level algorithms. Furthermore, domain-specific packages tailored to meteorological requirements supplement our methodology. Leveraging Convolutional Neural Networks, we classify diverse diseases alongside state-of-the-art Machine Learning algorithms.

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Machine Learning, Convolutional Neural Networks(CNN), Random Forest.

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The escalating cost of cyberattacks demands a paradigm shift in cybersecurity strategies used by organizations. Traditional methods, often reactive and data-limited, struggle to keep up with the ever-growing sophistication of cyber threats and the vast volumes of data organizations produce. That's why the use of cutting-edge technologies such as Artificial Intelligence (AI) and Machine Learning (ML) if crucial to preventing cyberattacks in this day and age. By leveraging AI and ML, organizations can analyze massive datasets in real-time, identifying subtle patterns and anomalies indicative of imminent attacks. This proactive approach shifts the focus from simply reacting to breaches to predicting and preventing them altogether. AI and ML also enable the automation of time-consuming tasks, which gives security teams more time to focus on strategic initiatives and tasks that require critical thinking. AI and ML algorithms also go beyond detecting known threats as they can effectively detect and combat the newest malware variants. Despite the many benefits of integrating AI into security tools, security teams need to carefully consider its ethical and technical challenges. Addressing these challenges requires adopting practices such as using diverse and high-quality data for effective training and ensuring the interpretability of complex models. Additionally, navigating the legal and ethical landscape surrounding data privacy and governance regulations is essential. The use of AI and ML in cybersecurity is even more critical today as we are now in the era of generative AI, which enables attackers to create more realistic phishing attacks [6]. Organizations need to devise ways to counter such attacks by using AI more effectively and aggressively than the attackers [6]. The purpose of this paper is to explore how organizations can harness the power of AI and ML to enhance their cybersecurity defenses. We aim to provide a comprehensive overview of how these advanced technologies can be utilized to fortify cyber defenses, analyze their strengths and weaknesses, and the best practices to get the best out of them.

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Increasing Artificial Intelligent, Protection for Cybersecurity, Enhancing AI, AI and ML

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Methyl Orange; Pseudomonas aeruginosa; Bacterial Degradation; Wastewater

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Creative Commons Attribution 4.0 and The Open Definition

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Abstract The status and situation of women in the Arab world has become a synonym with the word oppression. Sexism is prevalent, dominant and embedded in the Arab culture over a millennia. So much so that, misogyny, male chauvinism and objectification have become an intrinsic part of the Arab way of life. Authors Leila Aboulela, Hanan al Shaykh and Fadia Faqir have weaved stories that are inspired, and at times, depict true events. Some incidents have been experienced either by the authors themselves, or others, who they knew or were acquainted with. The depiction of the life of protagonists is very relatable to the women in the Arab world. And through their novels, the authors have brought to light the plight, discrimination and the inhumane treatment that is meted out to women. Unfortunately, the perpetrators are either male family members or the justice system that denies women any chance of being treated equal to men. Even with the odds stacked against them, the women, through their innate courage, endeavour to break free from the shackles of enslavement at the cost of risking their lives. The authors have created characters who are compelled to act out of their desire to be free from bondage and live their lives in peace a birth right that is denied to them, by bigoted men and a culture that is abusive, in every sense of the word

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Keywords: misogyny, chauvinism, sexism, culture, women, realism

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Fusion in Fashion: Fusion, the amalgamation of diverse elements into a unified entity, has significantly transformed the Indian fashion landscape. The rise of fusion wear has ushered in a new era where contemporary styles seamlessly merge with vintage charm, giving rise to Indo-western fashion trends. This innovative approach to fashion blends elements from different cultures, incorporating Western silhouettes with traditional Indian textiles and styling. Fusion wear has gained widespread popularity, appealing to people across various social classes and age groups. One of the recent trends in sustainable fashion involves the use of recycled materials, which have become valuable commodities in the global market. Recycling not only holds financial significance but also contributes significantly to environmental preservation. Transforming recycled fabrics into trendy clothing items and creating vibrant designs with innovative styles exemplifies a fusion in fashion. This practice not only showcases creativity but also plays a vital role in conserving limited natural resources. Recycling has proven to be a success story, yet there is still much more that can be done to further enhance sustainability in the fashion industry. This article aims to promote awareness about sustainable fashion practices, emphasizing the importance of reusing waste clothes and inspiring new trends that contribute to a more eco-friendly and stylish future.

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Recycling, Recycling process, Waste Management, Practical workshop images, Advantages of recycling, Steps to reduce waste.

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In this research work, Copper Ferrites (CuFe2O4) nanocrystalline powder with different calcination are synthesized from copper nitrate hexahydrate, Ferric Nitrate, Citric acid and chelating agent Ammonium hydroxide chemical precursors. Copper Ferrites nanocrystalline powder were fabricated by using sol-gel auto combustion technique. Crystallographic information, d-spacing and average crystallite size were characterized by X-Ray diffraction (XRD). The surface morphology and textural studies were examined by Scanning Electron Microscopy. The vibrational and functional group analysis of synthesized CuFe2O4 nanocrystalline powder by Fourier Transform mid-range Spectroscopy. The characteristics of synthesized CuFe2O4 nanocrystalline powder under above analysis information are economical and quite feasible for secondary electrode in Solid oxide fuel cells (SOFC) research field.

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 Keywords

Copper Ferrites, Auto-combustion, Calcination, XRD, SEM, FTIR

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Creative Commons Attribution 4.0 and The Open Definition