Volume 11 | Issue 12 |

 Abstract

Termination of certain pregnancies carried out by registered medical practitioner.They improve the maternal health by preventing lager number of unsafe abortion and consequent high incidence of maternal mortality.(1) As a population control measure since it provided for termination of unwanted pregnancy resulting from a failure of any device or method used by married women or her husband for limiting the number of children. (2)

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1)Abortion 2)Miscarriages 3)Termination of pregnancy 4)Safe and unsafe abortion

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The main task of our research work is to calculate the Water Quality Index of bore water in our surrounding educational institutions using three machine learning algorithms. Our research work differentiates from other work by choosing Decision Tree, K-Nearest Neighbor, and Naive Bayes Algorithms and their accuracy. We collected water samples from various resources and calculated the six important factors: salinity, total suspended solids (TDS), dissolved oxygen (DO), acidity and alkalinity (pH), and biochemical oxygen demand (BOD). The water quality parameters were analyzed using standard chemical methods. Using these parameters we created our own dataset and the dataset is given as our chosen algorithms train and test data. Finally, we got the WQI value with three different accuracies.

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Water quality Index, Decision Tree, KNN, and Naive Bayes

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Diabetes mellitus is a global health concern with a rising prevalence, affecting individuals of all ages and backgrounds. This cross sectional study focuses on a sample of 50 young girls, considering them as potential future mothers and caregivers, to assess their knowledge about diabetes, Understanding their awareness of risk factors, symptoms, prevention and management is crucial for health and their own well being and that to their future families. This research paper lays the groundwork for our study, emphasizing the significance of young girls knowledge about diabetes. By conducting a comprehensive investigation into their existing knowledge, this study identifies gaps and misconceptions that may hinder effective diabetes prevention and management. The methodology, findings and implications of this research will be discussed in subsequent sections, contributing to the broader discourse on diabetes education and care. Our goal is to empower young women with knowledge that will enable them to make informed decisions about their health and positively impact the will-being of future generations they may nurture as mothers and family caregivers.

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Diabetes mellitus, awareness, knowledge, young girls

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The evidences and previous studies had stimulated the study to figure out how much awareness is bestowed with the customers with regard to the kind awareness and process and procedures to avail various types of loans and advances from banks for the differential purposes. The study emphasis on the key knowledge of customers and their Aquent of sound knowledge of loans and advances, types of various loans, availing different loans, interest rates and to know the pre-requisites required to avail loans and advances in Manappuram Gold loan. The study encompasses the aspects of loans and advances , and gives further scope to comprehend the study.

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Loans, Advances, interest rate, awareness and knowledge ____________

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Noise reduction is a very important issue in image processing. Block matching 3D (BM3D) method has shown powerful image denoising capacity. Block-matching, processing and aggregating the three-dimensional arrays created from noisy images accomplishes this. Block Matching 3 is an effective method of denoising that follows a non-local technique is the Dimensional Method. It uses two operating phases, each of which has three execution phases, such as collection, collaborative filtering and aggregation. This approach offers good output for Gaussian noise.

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Image Processing, Gaussian noise, filtering techniques, BM3D, median filtering

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Due to the ever-increasing demands for high-quality medical treatment, the ever-increasing expenses, and the imperative to make effective use of available resources, healthcare systems all over the world are confronted with issues that have never been seen before. Taking this into consideration, machine learning (ML) has emerged as a potentially useful instrument that has the potential to improve the efficiency and efficacy of health systems. This article proposes a complete framework for employing machine learning techniques to address critical difficulties in the healthcare industry. The primary aim of this framework is to improve operational efficiency, resource allocation, and patient outcomes from a healthcare perspective. In order to demonstrate how machine learning may be smoothly incorporated into healthcare processes, the framework that has been suggested incorporates data gathering, preprocessing, model creation, deployment, and continual improvement. This is our novel. In addition to shedding light on its characteristics, the technique enables users to study and analyse the user needs and determine what they need. both the function of objects associated to the system and the machine learning methods that must be implemented to for the dataset. In the course of our investigation, we made use of a dataset that included actual data that was first obtained from a medical facility. run by the government of Palestine for the past three years (since the beginning). The SEMLHI technique contains seven There are several phases, including designing, implementing, maintaining, and designing workflows; organizing information; and ensuring The release of the software applications, as well as the testing and assessment of performance, security, and privacy.

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Health dataset analysis, machine learning, methodology, software development management, software engineering.

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Design is the stem of Architecture Course. The exercises under Architectural Design are framed in a way to give result in the form of Architectural solution for physical, social, economic, climatic and environmental etc. issues of the users. Students at Foundation, intermediate and final stages of undergraduate architecture education gradually learn to handle the gravity of the issues in an ascending order. In this paper an author describes an experience of basic design exercise which was conducted at 2nd year i.e. foundation level which was approached by two different methods to achieve the Architecture Design solutions thereby elaborating its outcomes. This exercise helped in giving clarity of understanding for a design problem and its approach to reveal its solutions in the minds of students.

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Architectural Design, Design Process and Methods, Concept making, Cutting of Shapes, Design Formation.

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An Arduino Uno module can be used to create a women's safety device by integrating it with various technologies such as GPS, GSM, and IoT. The device is designed to provide security and protection to women in dangerous situations. The system serves various main purposes, first to send the victim's location to the pre- programmed contact numbers with the help of GPS and GSM. Further, Victim can turn the buzzer on so that nearby people can help her to get out of the situation. Along with this the third main purpose is that she can give a shock to the abuser just by turning the other switch on and touching the device to the abuser's body so that current will pass through him. That shock will not harm or won't kill the abuser, but women or any victim will get a chance to escape from the location and save themselves.

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Arduino Uno, Women Security (Victim Security), GPS, GSM, Location, Buzzer, Switch to Pass current (Shock)

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Internalization is an integral factor in sustaining social or external controls; the individual is not separate from society, and as much the individual is part of society, society is part of the individual; individuals collude with external controls, and learn how to participate with society; external controls are sustained and perpetuated by individuals within society. In this assignment my endeavor is to examine the concept of internalization in greater depth, and look at how this relates specifically to oppression, and discuss its implication on implementation of equal representation and anti- discriminatory practices.

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Internalization, Social and External Control, Oppression, anti- discriminatory practices, Equal opportunities

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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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