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“Empower Your Mind. Elevate Your Career I”

The Magic of Diwali: A Celebration of Light, Hope, and New Beginnings

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The Magic of Diwali: A Celebration of Light, Hope, and New Beginnings Diwali, or Deepavali—derived from the Sanskrit words deepa (lamp) and avali (row)—is one of the most vibrant and widely celebrated festivals in the world. Often called the Festival of Lights, it transcends religious boundaries, bringing together Hindus, Jains, Sikhs, and communities globally to celebrate the triumph of light over darkness, good over evil, and knowledge over ignorance. The Meaning and Origins The core theme of Diwali is universal: the dispelling of inner and outer darkness. Depending on the region and tradition, the mythology varies: • Northern India: Celebrates the triumphant return of Lord Rama, his wife Sita, and his brother Lakshmana to their kingdom of Ayodhya after 14 years of exile and the defeat of the demon king Ravana. • Southern India: Commemorates Lord Krishna’s victory over the demon Narakasura, lifting a cloud of fear and oppression from the land. • Western India: Marks Lord ...

Criterion 4: Students’ Performance Under NBA Accreditation: A comprehensive guide to indicators, documentation, evaluator assessment, and continuous improvement for Tier-II undergraduate engineering programmes

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Criterion 4: Students’ Performance Under NBA Accreditation A comprehensive guide to indicators, documentation, evaluator assessment, and continuous improvement for Tier-II undergraduate engineering programmes Author: Prof. (Dr.) Dalgobind Mahto 1. Introduction The National Board of Accreditation (NBA) evaluates the quality of an engineering programme not merely by the infrastructure available, the qualifications of faculty members, or the curriculum prescribed, but also by the outcomes achieved by its students. Students’ performance is therefore an important indicator of how effectively an institution converts educational opportunities into academic achievement, timely graduation, employability, and professional growth. Under the NBA’s outcome-based accreditation approach, an institution is expected to demonstrate measurable evidence of student achievement and to use that evidence to improve programme effectiveness. The emphasis is on documented performance, reliable data, ...

The 100-Day and Three-Year Roadmap to an AI-Ready Institution : A Practical Strategic Framework for Transforming Higher Education Through Artificial Intelligence, Innovation, Governance and Future-Ready Learning

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The 100-Day and Three-Year Roadmap to an AI-Ready Institution : A Practical Strategic Framework for Transforming Higher Education Through Artificial Intelligence, Innovation, Governance and Future-Ready Learning **By Prof. (Dr.) Dalgobind Mahto** *Career Education for Success | Discover. Apply. Succeed.* --- ## 1. Introduction: From AI Awareness to Institutional Transformation Artificial Intelligence (AI) is transforming how people learn, teach, conduct research, manage organisations, develop products and deliver services. For higher education institutions, AI presents both an opportunity and a strategic responsibility. Universities and engineering colleges must prepare students for an AI-enabled world while strengthening academic quality, research productivity, operational efficiency, institutional governance and social responsibility. However, becoming an AI-ready institution does not mean merely purchasing AI software, establishing a computer laboratory or permitting stu...

Building an AI-Ready Graduate and Future-Ready Workforce: Skills, Competencies, Career Pathways and Industry–Academia Strategies for Success in the Age of Artificial Intelligence

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Building an AI-Ready Graduate and Future-Ready Workforce Skills, Competencies, Career Pathways and Industry–Academia Strategies for Success in the Age of Artificial Intelligence By Prof. (Dr.) Dalgobind Mahto Career Education for Success | Discover. Apply. Succeed. 1. Introduction: Preparing Graduates for an AI-Driven World Artificial Intelligence (AI) is transforming the global economy, changing how organisations operate, how professionals perform their jobs and how businesses create value. Generative AI, machine learning, robotics, intelligent automation, data analytics and AI agents are influencing almost every major sector, including manufacturing, healthcare, education, finance, agriculture, logistics, construction, retail and information technology. As organisations integrate AI into their operations, the expectations placed on graduates are evolving. Employers increasingly need professionals who can combine strong disciplinary knowledge with digital competence, analy...