Volume 12 | Issue 1

 Abstract

The objective of this research is to analyze the impact of artificial intelligence on algorithmic trading. Given the complexity of modern markets, it is near impossible to isolate the impact of individual market participants due to the countless interactions/trades that occur throughout the market's lifespan. The scope of this paper is to address the new emerging as well as existing techniques of AI in algorithmic trading. This paper tries to understand the impact of AI on algorithmic trading using observations and results from the research conducted. This paper broadly covers the types of trading and advantages of algorithmic trading. It also explains how AI has been implemented in algorithmic trading techniques to enhance the profit making model. In the due course, various AI techniques have been explained which has provided an insight to AI readers about how complex and simple AI techniques have been helpful to predict the financial markets. Quantitative momentum investment strategies were first brought to the forefront in 1994 by Jegadeesh and Titman, who showed the efficacy of relative strength in the United States. A few years later, in 1997, Hsu, Myers, and Baesel conducted a study to test whether a simple moving average strategy would result in abnormal returns after transaction costs [1]. The results of the study, as expected, strongly suggested that the performance of these investment strategies was dependent on the frequency at which the portfolios are rebalanced. Given that moving average rules are trend-following in nature and are best suited for trending markets. These strategies differ greatly from the more traditional ones used by pension funds, in that they typically seek to produce returns that are uncorrelated with the major asset classes, with moderate to high levels of risk[1,2]. With the success of these strategies, a framework for evaluating and comparing quantitative investment strategies is imperative to provide the basis for selecting between them.

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Algorithmic trading, stock trading, cryptocurrencies, artificial intelligence, ethics, automation, trading innovation.

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In order to ensure that medical services are delivered effectively and efficiently and to ensure employee satisfaction, human resource management is essential in healthcare institutions. The purpose of this study is to ascertain how human resources management practices affect healthcare organisations in terms of service quality and patient happiness, after staff satisfaction. The goal of human resource management, or HRM for short, is to optimise employee performance in the workplace. HR is generally focused on processes and policies and is concerned with how people are handled inside organisations. Organisations' human resource departments and divisions are normally in charge of several tasks, such as hiring new employees, providing training and development opportunities, evaluating employee performance, and compensating staff (by overseeing pay and benefit plans, for example). Industrial relations, or the balance of organisational practices with restrictions resulting from collective bargaining and governmental laws, is another area of importance for HR. The human relations movement of the early 20th century gave rise to HR, when scholars started recording methods of generating economic value via the strategic management of labour forces. To create new policies, more research and a renewed emphasis on human resources management in the healthcare industry are required. To improve health care outcomes and access globally, effective human resources management solutions are crucial.

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management, human resources, healthcare organisation, HR Department, Training and Development, Performance Appraisal, And Rewarding

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Venturing into the heart of provincial India, where agribusiness is the backbone of networks, this study delves into the groundbreaking capability of web-based company for advancing and selling country products in the Indian market. It depicts the challenges faced by community leaders, the encouraging stories of growth through online platforms, and the critical role of government initiatives. Discoveries demonstrate the early but major stages in web-based business reception, the problems faced by country leaders, and the favorable impact on jobs and the rural economy. The analysis concludes with insights into the collaborative future of online commercial organizations, government agencies, and homesteads, emphasizing the need for custom fitting systems and phases. This assessment is based on a variety of sources, including government reports, insightful investigations, and authentic anecdotes from country craftsmen.

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E-commerce, Agricultural Sector, Empowerment, Government Initiatives, Challenges, Rural Producers, Digitalization, Online Platforms

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Over the past four years, the GER has been steadily increasing, with a significant increase for both boys and girls. The objectives include to study the current status of Gross Enrolment Rate in Jharkhand at elementary level and study about the programmes run by the different government. The central government has implemented various programmess to enhance school education and these initiatives have not only improve the status of school education but also improved the condition of hunger, promoted social and intellectual exchange, and combat gender stereotypes, ensuring equal access to education for all children. In 2018-19, the GER for boys was 81.3%, while for girls it was 75.2%. In 2021-22, the GER for boys was 89.8%, and for girls it was 86.6%. The gender disparity in GER has narrowed over time, with females showing a slightly higher GER compared to males. In the upper primary level, the GER for boys was 81.3%, while for girls it was 85.2%. In 2021-22, the GER for males was 88.0%, while for females it was 89.8%. The GER in Jharkhand has fluctuated at both primary and higher primary levels.

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Primary level, Upper Primary level & GER

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????? ????? , ???????

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??????, ????????, ?????? ???????, ????

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English is the single most important language, a language for employability. Today's English learning is completely different from traditional teaching. In this paper, the focus is on the various classroom practices and activities used to enhance the quality of English among the students. English for employability focuses on communication skills. The language comes with a complete package of learnability along with refined attitudes which carves a path of progress for students.

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Communication, learnability, employability.

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Women empowerment is an important issue for today's society. The empowerment of women can be defined in several ways. The empowerment includes not only the economically empowered women. The main aim of the women empowerment is to empower women mentally, physically, emotionally so that she can survive in this male dominating society. Today women are facing discrimination at every stage. At home, at working place, at public place everywhere she is suffering from discrimination and violence. In India the socio-economic condition of women is not satisfactory. To avoid this situation not only central government but also state government are running various schemes for the welfare and empowerment of women. The study discusses about the various empowerment schemes for women and their actual status and contribution in the welfare and empowerment of women India.

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Women Empowerment, Discrimination, Socio-Economic, Welfare.

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The internet might have an impact on computers that aren't directly connected to it. With the aid of the Internet of Things, patients who live distant from a healthcare centre are being helped. Researching the present IoT system's problems is essential in order to develop an effective, practical, and scalable solution for improving healthcare. There must be a strong basis for health-care apps to succeed. It has been anticipated that mankind would face increased health care issues in the future with the introduction of COVID 19. Healthcare solutions that are more trustworthy and precise will be needed, along with the capacity to treat health concerns remotely in a highly effective manner. Existing IoT-based studies are being analyzed for their effectiveness and accuracy by researchers doing in-depth analyses. The integration of LSTM-based intelligent approach to IoT system is being proposed as a method to increase the accuracy of the medical prescription and prescribing system. Research is focusing on improving accuracy and performance

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IOT, Health Care, LSTM, Accuracy, Performance.

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Neurological disorder is the speedily spreading disorder in all over the world. Parkinson disease is one of them characterized by rest tremors, stiffness and gait dysfunction postural instability. The prevalence of Parkinson disease according to WHO has doubled in the past 25 years in 2019. 8.5 millions individuals are living with Parkinson disease globally. Disability and death due to Parkinson disease are increasing faster than any other neurological disorder. In Ayurveda classics Kampvaat is the condition which closely resembles with Parkinson disease. According to Acharya Charak, endogenous disease caused by single vaat dosha described in 80 types of Vaat Nanatmaj vikar named as VEPATHU means shaking or trembling. According to Madhav Nidan, tremors in all over body and specific organ due to aggravation of Vaat called Kampvaat. Longer use of modern medicine use in treatment this disease having more side effect like excessive day time sleepiness, hallucination, delusions, confusion etc. Shirodhara is one of the best Panchkarma procedure which act on the cerebral system help in relaxing the nervous system and balancing the Pran vayu around the head. Basti is one of the Panchkarma procedure described as "Ardhachikitsa" by Acharya Charak for all type of Vaat Roga. This paper is being presented to state the effect of combined therapy of Shirodhara and swa anubhoot Tiktak Ksheer Basti in the management of Parkinson Disease w.s.r. to Kampvaat.

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Parkinson disease, Kampvaat, Shirodhara, Swa anubhoot Tiktak ksheer Basti

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Empowering Women in Panchayati Raj Institutions in India: Theoretical Analysis By Dr. Nityananda Barik Abstract The Panchayati Raj Institutions (PRIs) are considered as Rural local Self Government. As defined that Panchayat is an association of village people, for doing administrative judicial or other public works. PRIs is considered as instruments of planned socio-economic development of millions who lives in villages. It can be considered as reflection of grassroot democracy. It provides people an opportunity to participate in the processes of democracy at the grass-roots. The provision of PRIs was included in the Directive Principles of State Policy of the Constriction of India. PRIs were seen as means of ensuring democratic participation for rapid rural development. PRIs in India is comprising of three tiers, namely, Zilla Parishad at top level, Panchayat Samiti at middle level and Gram Panchayat at the lower level. Several commissions, the Balwant Rai Mehta Committee, Ashok Mehta Committee, G.V. K. Rao Committee, L.M. Singhvi Committee were set up to strengthen PRIs and to fix the tier system. Women members found rarely on these bodies earlier, except as co opted members who were accorded little power. The Indian Parliament gave constitutional status to for inclusion of women through two amendments namely, 73rd Constitution Amendment for rural local self-government and 74th Conditional Amendment for urban local self-government. The major aspects in the Connotational Amendment for women's inclusion and reflection of political empowerment in the form of reservation of one-third of the seats for women in local bodies, along with sub reservation of seats for Scheduled Castes (SCs) and Scheduled Tribes (STs) in proportion to their regional populations. The provision of reservations in the system of local self-government in India has been greeted as an empowering process for women. Keywords: - Panchayati Raj Institutions, Constitution, Reservation, Empowerment, Amendment, Committee, Democracy.

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Keywords: - Panchayati Raj Institutions, Constitution, Reservation, Empowerment, Amendment, Committee, Democracy.

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Ayurvedic medicine is considered to be world's oldest medical system. Starting with the references in the Atharvaveda, we have textual evidence of traditional use of medicinal plants in India . In Ayurvedic practice churna is the most widely prescribed dosage form . palasha beejadi churna is a poly herbal formulation mentioned in bhaishajya ratnavali in context of udaragata krimi.its ingredients are Palashabeeja,indrayava vidanga ,nimba ,bhunimba and guda.it is having properties like krimighna ,kandughna etc.hence in present study an attempt will be made to evaluate the antibacterial and antifungal activity of the same.

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antimicrobial ,krimi,palasha beeja,churna.

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In the era of technology advancement. Artificial intelligence stands as a transformative force, impersonate humans and human intelligence to make decisions and, process and analyze data, automate tasks and many more. Today the artificial intelligence along with its domains, expanding rapidly into each and every sector. This paper briefly explain how we are utilizing Ai in different sectors. How we are making progress with Ai - Human partnership. Also, we are going to discuss about Advantages and disadvantages, problems we are facing and possible solutions in it.

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Artificial intelligence, Machine learning, NLP, deep learning, voice recognition, Ai in different sectors, python, neural networking, aerospace.

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Nowadays, population has become one of the leading problems of the world. This requires immediate and serious attention from all of us. Due to increasing population, the worst situation can now be seen in many countries, where people are facing many types of dire situations. Population growth refers to the sudden and rapid increase in human population. The world's population has increased rapidly in the last few decades.If we look at the current scenario of the world, we will find that India is close to becoming the most populous country in the world. In fact, according to United Nations data, India has become the most populous country in the world. This place used to belong to China till now. The current population of India has become 142.86 crores. The population of China is 142.57 crore. According to Census 2011, the population of India was 1210854977 which included 623724248 males and 586469174 females. The total literacy rate in country at that time was 74.04% the density of population was 382 person/ square kilometre. In regards to sex ratio, there are 940 females on average on per 1000 males and the child sex ratio is 914 females per 1000 males. This requires utmost attention. If we want to avoid many problems related to this, then our intention, policy and destiny will have to be improved. In-depth discussion on many types of serious problems in the context of population in the global region, which are interconnected with each other, such as: industrialization, urbanization, traffic, unemployment, poverty, exploitation of natural resources, impact on the country's economy and environment, etc. is required. All these problems can be solved by controlling population. For this the youth will have to be awakened. Apart from this, things related to this will have to be included in the school curriculum. This problem can be solved only by the collective efforts of everyone. So that the coming generations can live their lives in a healthy environment.

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In-depth discussion on many types of serious problems in the context of population in the global region, which are interconnected with each other, such as: industrialization, urbanization, traffic, unemployment, poverty, exploitation of natural resources, impact on the country's economy and environment, etc. is required.

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Clearness index; Relative humidity; Solar radiation; Sunshine hour; Temperature

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This research delves into the intersection of AI-generated content and copyright law, investigating authorship, ownership, liability, and regulatory frameworks. In a digital era characterized by AI's expanding role in content creation, the central challenge is to balance innovation and intellectual property rights. The study explores traditional copyright principles, originality, and authorship criteria, highlighting complexities in attributing authorship in AI-integrated creative processes. It also scrutinizes the application of fair use and transformative use doctrines to AI-generated content, emphasizing the need for precise legal interpretations. The research reveals varying international regulatory approaches and underscores the necessity for AI-specific regulations and cross-border collaboration. Achieving equilibrium between innovation and IP protection relies on responsible AI content creation and ethical guidelines. Recommendations encompass best practices, liability insurance for AI developers, and ethical frameworks. In conclusion, this research provides insight into the dynamic relationship between AI-generated content and copyright law, advocating for adaptive legal frameworks that harmonize innovation and intellectual property rights in the AI-generated content era.

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AI-generated content, copyright law, authorship, ownership, liability, fair use, transformative use.

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Background: Medication Therapy Management (MTM) has emerged as a critical component of patient-centered care, aiming to optimize medication regimens, enhance therapeutic outcomes, and improve overall health outcomes. This review explores two innovative models of MTM delivery: clinic-embedded pharmacist programs and telephonic MTM services. These models represent novel strategies to overcome barriers to patient access, intervention success rates, and administrative efficiency, ultimately enhancing patient care and improving health outcomes. Methods: A comprehensive review of literature was conducted to examine the key features, outcomes, and implications of clinic-embedded pharmacist programs and telephonic MTM services. Empirical evidence, case studies, and program evaluations were synthesized to evaluate the effectiveness of these models in improving medication adherence, optimizing therapy outcomes, and reducing healthcare utilization. Factors influencing the adoption and integration of these models into clinical practice were also explored. Results: Clinic-embedded pharmacist programs involve the integration of pharmacists into primary care settings, facilitating close collaboration with healthcare providers and direct patient care delivery. These programs have demonstrated success in identifying and addressing medication-related issues, improving medication adherence, and enhancing patient education and self-management skills. Telephonic MTM services utilize technology to deliver MTM interventions remotely, offering flexibility and convenience for patients. These services have been effective in reaching and engaging patients, conducting comprehensive medication reviews, and delivering targeted interventions to address medication-related issues. Discussion: Innovative MTM delivery models, such as clinic-embedded pharmacist programs and telephonic MTM services, demonstrate promising outcomes in terms of patient engagement, medication optimization, and healthcare utilization. By leveraging technology and interdisciplinary collaboration, these programs overcome traditional barriers to MTM delivery and enhance the efficiency and effectiveness of patient care. Moving forward, healthcare organizations and policymakers should continue to invest in these innovative models to improve the quality, accessibility, and affordability of medication management services. Conclusion: Clinic-embedded pharmacist programs and telephonic MTM services represent innovative approaches to delivering comprehensive medication management services. These models have shown promise in improving medication adherence, optimizing therapy outcomes, and reducing healthcare utilization. By promoting pharmacist-led interventions and leveraging technology-enabled platforms, healthcare providers can enhance the quality and accessibility of medication management services, ultimately improving patient outcomes and advancing healthcare delivery.

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Medication Therapy Management, Pharmacist-led interventions, Clinic-embedded programs, Telephonic MTM services, Patient-centered care, Healthcare innovation, Interdisciplinary collaboration

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Public Private Partnership (PPP) is often described as a private business investment where two parties comprising government as well as a private sector undertaking form a partnership. In PPP model, the State shares the risks and responsibilities with private sector while retaining the control of assets, which is expected to improve services while avoiding some of the pitfalls of privatization such as higher prices. This Paper focuses on research concepts and methods that are relevant to study on "Public Private Partnership and development: a case study of GHMC" The aim is to conduct an study on PPP model based Roads, (Hyderabad outer ring road- HORR) Multi-level Parking, Passengers of Metro rail and solid waste management of GHMC through Public private partnership. Private sector in the area referred above, and on the extent to which PPPs can be used to improve the quality of service. For this, various research methodological concerns has been dealt in order to identify a research method that is most appropriate for the study. In order to do this, a distinction is made, research paradigms coupled with discussion on data collecting instruments In addition, the chapter also presents an outline of the actual empirical research process.

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PPP model, GHMC, Infrastructure Development, Airport, Metro Rail, HORR, etc.

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Health is an important aspect of human life, at present it has become an important aspect of any nation's public services and planning. Every country, whether developed or developing nation has its own policy or public health care delivery system. Health is determined not only by Medical care but also by determinants outside the medical sector. Public health approach is to deal with all these determinants of health there have been major improvement in public health since 1950s. India is passing through demographic and environmental transition which is adding to burden of diseases. There is triple burden of diseases, viz. communicable, non- communicable, and emerging infectious diseases. This high burden of disease, disability and death can only be addressed through an effective public health system. However, the growth of public health in India has been very slow due to low public expenditure on health. Health care out of packet expenditure dominates the cost financing health care, the effect are bound to be regressive. Indian Government has introduced many health programmes for the development of health sector but the Country is still facing various health issues and health problems. As the world's largest democracy and the second most populous country in the world. India has experienced sea change since its independence in various facets of development.

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Problems and Issues, Issues for health, Health Care System in India,

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Online user-generated material and the quick spread of digital platforms have sparked intense legal discussions about the obligations of intermediaries. In the digital age, intermediaries have taken on a far larger role, influencing how people communicate, do business, and share content online. The multidimensional world of intermediaries' liabilities within the developing digital ecosystem is examined in this essay. It provides a thorough analysis of the duties that intermediaries assume in their capacity as hosts of user-generated material and online interactions. This study explores the development of intermediary liabilities within the framework of IT intermediary rules, concentrating on the dynamic interaction between free speech, content regulation, and online platform obligations. This paper is an analytical and descriptive work with primary and secondary data collected through various sources. The journey starts with a look at the early internet scene, which was characterized by a lack of liability protection to encourage creativity and freedom of expression. The idea of notice and takedown procedures evolved in an effort to balance user rights with content regulation as worries about dangerous and unlawful content increased. This study explores how intermediary obligations have changed via the lenses of several subtopics, such as the establishment of particular legal regimes, the difficulties associated with cross-border jurisdiction, and the moral implications of proactive content filtering. A shift towards making intermediaries more responsible for content produced by their users can be seen in the implementation of intermediary rules and regulations, which are typified by the Information Technology (Intermediary rules and Digital Media Ethics Code) Rules, 2021 in India. This essay analyses how these regulations will affect the digital ecosystem, outlining both their possible advantages and potential censorship issues. This study offers a global perspective on the various strategies for striking a balance between online freedoms and regulatory requirements by comparing intermediary liability frameworks across several nations. The report also explores the effects that tougher liability can have on digital innovation, highlighting the necessity of a supportive environment while tackling content-related issues. The study emphasises the practical ramifications of changing platform liabilities by drawing conclusions from case studies regarding legal difficulties faced by intermediaries. This study examines the effects of intermediary norms on digital platforms and underlines the consequences for digital innovation and creativity via the perspective of numerous case studies. The study discusses issues with potential unintended repercussions and censorship while taking into account the need of user responsibility and education in this constantly changing environment. The topic of unforeseen effects, such as limiting free speech and inhibiting digital business, is covered in the conversation. This study offers a view into upcoming trends and proposed reforms that might shape the digital world as the debate over intermediary responsibility develops. A nuanced understanding of the complexities surrounding intermediary liabilities under the scope of IT Intermediary Rules is fostered by the analysis, which highlights the delicate balance that must be maintained between the preservation of online freedoms and the responsible regulation of digital content. This paper will contribute to future research on similar topics.

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1. Intermediaries 2. Liabilities of Intermediaries 3. IT rules 4. Freedom of speech

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