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🌐 My Research Journey: Stress and Anxiety Analysis Using Machine Learning 🧠📊

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Hello readers! 👋 I'm thrilled to share an exciting milestone in my academic and research journey. I recently had the honor of presenting my research paper titled: 🎓 "Stress and Anxiety Prediction Using Machine Learning: A Benchmark Study of Key Algorithms" 📍 Presented at: IC2TMA – International Conference on Computational Techniques, Tools & Applications 📚 Published in: Panamerican Mathematical Journal (SCOPUS Indexed) 🧐 What’s the Research About? With the world of today being so fast-paced, stress and anxiety are silent epidemics that have affected every single person from all generations. My research delves into the potential of machine learning (ML) to detect and predict such mental health disorders using real-world data. We carried out a benchmark analysis of major ML algorithms to know which models provide the most precise prediction when it comes to detecting stress and anxiety levels based on behavioral and physiological patterns. 🧪 Methodology In th...
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The Future of AI in Education: Revolutionizing Learning with Machine Learning

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 In the age of digital transformation, education is undergoing a profound shift. The chalkboards of yesterday are giving way to smartboards, and traditional teaching methods are being complemented—or even replaced—by cutting-edge technologies. Among these, Artificial Intelligence (AI) stands out as a revolutionary force poised to reshape the future of education. With the power of Machine Learning (ML), AI is not just a tool; it’s a catalyst for personalized, inclusive, and effective learning. The Current Challenges in Education Before diving into AI’s potential, let’s take a moment to understand the hurdles our education systems face. In many parts of the world, large classroom sizes make it nearly impossible for teachers to provide individual attention. The traditional one-size-fits-all teaching approach often leaves some students struggling while others excel ahead of the curve. Add to this the challenge of teacher shortages and the growing need for continuous upskilling, and it’...
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Exploring the Power of Python in Modern Technology: A Student’s Perspective

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  As an MCA student, I’ve had the opportunity to explore numerous programming languages and technologies. Yet, if there’s one language that has truly stood out in my journey, it’s Python. Whether you’re building machine learning models, developing web applications, or automating mundane tasks, Python offers versatility that makes it a go-to choice for tech professionals and students alike. In this blog, I’ll share why Python has become the backbone of modern technology and how it’s shaped my learning experience. Why Python is the Future of Technology When I first started learning Python, I wasn’t sure what all the fuss was about. At first glance, it seemed like just another language to learn. However, as I delved deeper, I realized that Python is not only one of the easiest languages to learn, but it also powers some of the most advanced technological innovations today. Let’s look at why it stands out: Simple and Readable Syntax : Python’s syntax is straightforward and closely rese...
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