Volume 13 | Issue 3 |

 Abstract

The paper examines value preferences of hearing and hearing impaired late adolescent students. The sample consists of 400 hearing (normal) and 400 hearing impaired (male-200 and female-200) adolescent students (15 to 18 years age group) studying different schools and colleges in Rayalaseema region of Andhra Pradesh state. Simple random, purposive and convenient sampling techniques were used to select the sample. Mean, standard deviation and t- test were employed for the collected data. The results indicated that the adolescent students gave most preference to hedonistic and power values, and least preference to health and social values among the dimensions of personal value questionnaire.

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Value Preferences, Hearing, Hearing Impaired, Adolescent Students, Late Adolescence, Personal Values

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The reality is that the teaching is an art and to acquire efficiency in this art the teacher need two things I). The complete knowledge of the subject matter II).The scientific knowledge of the teaching styles for discrimination the knowledge to the people. Maxims of teaching have been discovered, not invented. They are simply statements the way in which teaching and learning go forward. They ensure efficient and effective teaching. Instruction process developments its attention to only one dimension of instruction, teaching strategy. Teaching strategy defined as patterns of behaviour, described in activity sequences. They are six major types of teaching strategies (1) Advance organizer, (2) Concept attainment, (3) cognitive development, (4) Contingency management, (5) Self-management, (6) basic practice strategy. These six strategies are the most well noted and most widely used in classroom.

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Maxims, Stratagies, Cognitive Development Strategy

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This research investigates the use of machine learning classification techniques to forecast student academic outcomes based on the MathE dataset. The study focuses on data preprocessing and analysis to uncover critical attributes that affect scholastic achievement. A variety of classification algorithms--including Logistic Regression, Random Forest, and Gradient Boosting--were applied and their performances compared. Evaluation metrics such as accuracy, precision, recall, and F1-score were employed to measure model effectiveness. Findings suggest that ensemble approaches outperform conventional models in anticipating student success. This work delivers meaningful perspectives for educators and decision-makers to strengthen academic support and implement timely interventions.

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Forecasting Academic Achievement Using Machine Learning Techniques on the MathE dataset using Bigdata Analysis

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ABSTRACT Achievement is of paramount importance, particularly, in the present socio-economic and cultural contexts. Obviously in the school/college level, great emphasis is placed on the academic achievement, right from the beginning of formal education. The main objective of the present study is to study the influence of gender and management on the achievement in mathematics of secondary school students The Achievement in Mathematics test constructed by Yella Reddy, B (2020) was adopted for this study. The Achievement in Mathematics test have 100 items, One mark is awarded for each correct answer and the total marks obtained by each student as Achievement in Mathematics. A sample of 320 Secondary school students representing different gender and management in Chittoor District is taken for the data analysis following stratified sampling technique. 't' test was employed for analysis of the data. There is significant influence of gender and management at 0.01 level of significance on the achievement in mathematics of secondary school students. Girls and Private secondary school students have high academic achievement than the Boys and Government secondary school students. Government has to provide good amenities for Boys and Government secondary school students.

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Achievement in Mathematics, Gender, Management and Secondary school students

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V.S. Naipaul's A Bend in the River is a powerful exploration of postcolonial Africa and the existential dilemmas faced by individuals navigating the collapse of colonial structures. This research paper examines the novel's central themes of identity crisis, political instability, alienation, and the disillusionment that accompanies decolonization. Through the perspective of Salim, an Indian trader in an unnamed African country, Naipaul crafts a narrative steeped in historical reflection and personal struggle. This paper argues that A Bend in the River not only critiques the failures of postcolonial governance but also meditates on the psychological ramifications of cultural dislocation. The study further explores how Naipaul uses narrative voice, setting, and character development to highlight the enduring effects of colonial legacy on modern identity.

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Disillusionment and Identity in V.S. Naipaul's A Bend in the River

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In the evolving landscape of criminal investigations, technology has emerged as a transformative force, revolutionizing evidence collection and law enforcement operations. This study explores the integration of advanced tools such as artificial intelligence, big data analytics, digital forensics, and biometrics in modern policing. By enhancing the speed, accuracy, and credibility of investigations, these technologies address traditional limitations and adapt to the challenges posed by cybercrime and sophisticated criminal activities. Historical milestones, including fingerprint and DNA analysis, laid the groundwork for contemporary advancements such as 3D crime scene reconstruction and predictive policing. Digital forensics now plays a pivotal role in uncovering crucial electronic evidence, while surveillance technologies like CCTV, drones, and facial recognition have expanded investigative reach. However, the ethical implications of these tools, particularly concerning privacy, bias, and data security, require careful consideration. This study also highlights disparities in technological access among law enforcement agencies, stressing the need for capacity-building initiatives. Future trends point toward increased reliance on AI and data-driven policing, demanding stringent ethical standards and transparent governance. Through examining these developments, the study offers policy recommendations to guide responsible technology integration, ensuring that innovation enhances justice while safeguarding civil liberties.

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Criminal Investigations, Law Enforcement, Artificial Intelligence, Big Data Analytics, Digital Forensics, Biometrics, Fingerprint, DNA Analysis and Facial Recognition

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Swami Vivekanad ke shaikshik evam darshanik vicharo ka adhyayan

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Swami Vivekanad ke shaikshik evam darshanik vicharo ka adhyayan

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The recent visit of Sri Lankan President Anura Kumara Dissanayake to India highlights the growing economic, political, and strategic ties between the two nations, particularly in the context of Sri Lanka's recovery from its severe economic crisis. This article explores the roots of Sri Lanka's economic difficulties, the role of India in providing critical financial aid, and the strengthening of bilateral relations through development initiatives. The visit also underscores the geopolitical importance of the relationship, particularly in light of China's increasing influence in the region. India's support for Sri Lanka's recovery and its assurances regarding regional security reflect a deeper strategic partnership. Moving forward, both countries aim to enhance cooperation in infrastructure, renewable energy, digital transformation, and maritime security. This evolving partnership holds the potential to contribute significantly to regional stability and prosperity.

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Sri Lanka, India, bilateral relations, economic crisis, financial aid, development cooperation, infrastructure projects, renewable energy, geopolitical influence, China, regional security, India-Sri Lanka partnership, strategic cooperation, maritime security, Sri Lankan recovery, India's foreign policy.

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Smokeless tobacco product (SLT) and Smoking products are available in different brands like Rajnignadha, Vimal, Hira, and RMD (Rasikala Manikchand Dhariwal) cigar manufactured by various smokeless tobacco and smoking tobacco industries. The impact of the use of SLT users and Cigar users on plasma biochemical profile especially the levels of glucose, lipids and lipoprotein patterns, proteins, free amino acids and iron. SLT/smoking tobacco (cigar)-exposure caused permissive but significant effect role by elevating the plasma glucose levels by 12% and 15% in group II and III human exposed subjects respectively when compared to control group I subjects who do not use any SLT/smoking tobacco (cigar) products, there is a net drop in plasma iron, glycolipids with a significant increase in free amino acids. There was no change in HDL-C levels among the three groups. Triglycerides and VLDL-C were significantly elevated in SLT/smoking tobacco (cigar) exposed subjects in group II and III indicating coronary risk.

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Smokeless tobacco, smoking tobacco, Oxidative stress

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Launched in 2023, the Mukhyamantri Ladli Behna Yojana (LBY) in Madhya Pradesh provides direct monthly financial assistance to women with the aim of fostering their economic independence and improving overall socio-economic conditions. This research explores the long-term viability of the scheme's secondary effects, such as increased local market activity, enhanced participation in entrepreneurship, and expanded financial inclusion, in the context of fiscal constraints and growing state-level debt. Employing a mixed-methods approach, the study examines whether these outcomes contribute to sustained economic development or create risks of financial dependency. Findings indicate that LBY has a positive impact on grassroots economic stimulation and women's empowerment; however, its future success hinges on complementary measures like skill development, expanded access to microfinance, and diversified state revenue streams. The study recommends structural reforms to ensure the program's long-term fiscal and economic sustainability.

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Long-Term Economic Sustainability

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