Volume 11 | Issue 9 |

 Abstract

Machine Learning is finding applications in a wide number of disciplines throughout the world, including the healthcare industry. It can be used to predict the existence or lack of locomotor disorders, cardiac illnesses, and other conditions. When these assumptions are established well in advance, it means they can provide vital insights to clinicians, allowing them to personalise diagnoses and therapies to each individual patient. The goal of this study is to apply algorithms based on machine learning to anticipate possible cardiac problems in individuals. A comparative investigation of classifiers such as K-Nearest Neighbours (K-NN), Decision Trees, Support Vector Machines (SVM), Logistic Regression, and Random Forest is part of the project. It also presents an ensemble classifier which employs both strong as well as weak classifiers to conduct hybrid classification. This method is helpful since it allows for the incorporation of a wide range of validation and training samples, which leads to improved precision and predictive analysis. This Model accepts as input the qualities that are kept after the feature selection techniques have been applied. Only 14 of the 75 features that make up the UCI Heart Disease data set are chosen and utilised for prediction. This model predicts whether a person has heart disease or not.

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 Keywords

heart diseases, Machine learning, comparative analysis of classifiers and python.

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Creative Commons Attribution 4.0 and The Open Definition

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India, the largest democracy in the world, is very much proud of her rich traditional cultural heritage and technically skilled manpower .Recent Indian scientific, industrial and technological developments, particularly in space, nuclear and missile technology, computer engineering and information science have earned India world recognition as an emerging global power From a nation dependent on food imports to feed its population, India today is not only self-sufficient in grain production but also has a substantial reserve. The progress made by agriculture in the last four decades has been one of the biggest success stories of free India. Agriculture and allied activities constitute the single largest contributor to the Gross Domestic Product, almost 33 per cent of it. Agriculture is the means of livelihood of about two-thirds of the workforce in the country.

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A study to find out hurdles in successful implementation of computer Education.

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The research paper named "The Analytical Study of Right to Privacy and its Constitutional Validity" embraces an exhaustive assessment of the essential right to privacy inside the constitutional structure. This study digs into the development of the right to privacy as perceived by the legal executive, administrative establishments, and global principles. Through an analytical focal point, this research explores the constitutional validity of the right to privacy, examining its degree, impediments, and suggestions inside the setting of individual opportunities, technological advancements, and cultural interests. In a period characterized by fast technological headway and advancing cultural standards, the research paper named "Analytical Study of Right to Privacy and its Constitutional Validity" dives into the mind boggling transaction between individual liberties and the constitutional system. The right to privacy, a foundation of present day common liberties talk, shapes the core of this study. This research leaves on a far reaching excursion to examine the starting points, development, and constitutional validity of the right to privacy, disentangling its multi-layered aspects in the contemporary scene.

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 Keywords

Right to Privacy, Constitutional Validity, Individual Liberties, Technological Advancements

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Fish seed is the most important component for fish culture. Culturing of high resistance, High growth rate and low mortality rate fish species will brings huge production rate. The mohi tummeda vagu have providing shelter for various species of fishes, birds, weeds and other Aqua related organisms. The freshwater resources of our country for fish culture are estimated to be 2.85 million hectares of pond and tanks. In addition to this, another 2.05 million hectares of water area is available in the form of reservoirs or lakes. It has been estimated that nearly 14250 million fry would be required for stocking even the present available cultivable resources of 2.85 million hectares on a conservative stocking rate of 5000 fry/ha. The present production is 15007 million fry. Apart from this, at least an additional quantity of 4100 million fry are required for stocking the available area of lakes and reservoirs with an average stocking rate of 2000 fry/ha. This indicates that there is a necessity to raise the fry to stock the available water resources.

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Fish seeds, Fry, Stocking, Freshwater resources, Mohi tummeda vagu.

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Creative Commons Attribution 4.0 and The Open Definition

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Department Data Management System (DDMS) is a software system designed to facilitate data management in a college department. The data includes attendance data, student data, student marks, and university data. The system also implements the functionality to map student university seat nos. The software automatically maps student attendance, generates academic reports and maps Course Outcomes (CO), and Program Outcomes (PO) to the result. Timely notification of attendance is provided to the respective students as well as their parents including insights and analysis of performance for students and faculties alike. The software is made available on all major operating systems like Android, iOS, Web, Windows, macOS, and Linux (all major distros), using a Progressive Web App (PWA). The user can extract data from uploaded documents regardless of whether they are in .csv, .xlsx, or .pdf (scanned or textual) format. In this application software, most of the manual tasks are automated, and data is accessible in a secure and timely manner, while maintaining a higher level of accuracy. The system is highly protected from most cyber attacks to maintain data privacy. DDMS offers a streamlined and efficient approach towards data management in various universities.

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Database management, CO-PO mapping, Attendance monitoring, Data extraction , Optical character recognition (OCR), Progressive web app

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Creative Commons Attribution 4.0 and The Open Definition

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It is very essential to understand the legal system of different countries for the comparative study with Indian law. India perhaps is a country under the common law family in addition to having given rights for rights to individual religion. For the comparative method of legal study and research, it is very essential to understand and study the legal systems of different countries which helps to understand the loopholes of our legal system in country and improvement is done accordingly by studying the legal system of various countries it highlights the functioning and mechanism of legal activities of various countries. This helps us to understand the lacunas of our legal system, improves our knowledge by knowing the legal system of various countries.

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Domestic violence , comparative study , Law, Countries, Family Law

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The paper deals with 30 plant species belonging to 28 genera and 20 families comprising 40 ethnomedicinal uses for dental care (toothache, tooth decay, pyorrhea, out smell and as tooth brush) by the different tribal and rural people in Pendra, Kondagaon and Korba districts of Chhattisgarh. The highest number of species recorded in the family Fabaceae (07). As medicinal plant species are on the verge of extinction. And lack of awareness and research on this group of plant in this area, people of this region are unaware of the wealth of this heritage. From biodiversity point of view, the vegetation survey is very much important for the research of database from this region which ultimately can be utilized for medicinal experts, plants explorers, researches etc. for their further studies. This survey provides a preliminary source of information of traditional medicinal practitioners in this areas. These uses were compared and cross-checked with the published ethnomedicinal data from Chhattisgarh, literature published in scientific journals and other states of the country and found that 12 uses of the referred plants had not been reported earlier. These plant species are arranged alphabetically with their botanical names, family and local name(s), followed by the method of uses for dental care along with field collection number(s) and uses cited by earlier workers.

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Dental care, Toothbrush, Ethnobotanical uses, Traditional

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Aluminum alloy AA7075 is an important material used in aerospace, electrical and automotive industries due to their better physical, mechanical, corrosion resistive properties. silicon carbide (Sic) is a potential particulate reinforcement to produce Aluminum matrix composites (AMCs) economically . Stir casting method was applied to produce Aluminum alloy AA7075 reinforced with various amount of (3% & 5% in the total composition ) of silicon carbide particles. The prepared composites where characterized and mechanical properties such as hardness , tensile & compression strength are determined and also its microstructures properties are analyzed using scanning electron microscope(SEM) .this result will show better mechanical properties with addition of (Sic) to the matrix.

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Aluminum alloy 7075 , composite , silicon carbide , fabrication

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Creative Commons Attribution 4.0 and The Open Definition

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Fast-moving consumer goods (FMCG), also known as consumer-packaged goods (CPG), are products that are sold quickly and at a relatively low cost. Examples include non-durable household goods such as packed foods, beverages, toiletries, candies, cosmetics, dry goods, and another consumable. Fast moving consumer goods have a high inventory turnover and are contrasted with specialty items which have lower sales and higher carrying charges. Many retailers carry only FMCGs particularly hypermarket, box store and warehouse club stores. Small convenience store also stock fast moving goods; the limited shelf space is filled with higher turnover items. FMCGs have a short shelf life because of high consumer demand e.g., soft drinks and confections or because they are perishable e.g., meat, dairy products, and baked goods.

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Creative Commons Attribution 4.0 and The Open Definition

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Fast-moving consumer goods (FMCG), also known as consumer-packaged goods (CPG) .Examples include non-durable household goods such as packed foods, beverages, toiletries, candies, cosmetics, dry goods, and another consumable.

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Creative Commons Attribution 4.0 and The Open Definition

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This abstract delves into the intricate tapestry of cultural symbols in Telangana, where history, tradition, and identity are intricately woven together. From the iconic Charminar to the rhythmic Bathukamma dance, each symbol holds a story that reflects the region's rich heritage. The Golkonda Fort and Telia Rumal art serve as echoes of bygone eras, embodying the resilience and adaptability of the people. These symbols act as mirrors reflecting Telangana's diverse essence, cultivating a sense of belonging and pride among its populace. Bridging the gap between past and present, they knit together the people's heritage while embracing progress. This exploration underscores the profound importance of these symbols in shaping Telangana's cultural identity, nurturing unity, and preserving customs across generations.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Telangana, Cultural symbols, Heritage, Identity, Tradition, History, Cultural identity

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Creative Commons Attribution 4.0 and The Open Definition