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Text summarization is a vital process that enables the creation of condensed versions of lengthy texts. This process is gaining more importance with the continuously increasing amount of textual information available across various domains. Essentially, text summarization involves producing a brief yet informative summary that retains the core ideas presented in the original text. There…
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Educational technologies have become an integral aspect of modern education. They offer new ways to engage, motivate and enhance the learning experience. Technology is not only changing the way that education is delivered but also transforming the pedagogy and curriculum. An increasing number of educational institutions have incorporated technology into their teaching practices to enhance…
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Artificial Intelligence (AI) has been making significant strides in healthcare, and its impact is transforming the medical industry as we know it. From diagnosis to treatment, and even patient care, AI is adding immense value to the healthcare industry on many levels. One of the most exciting applications of AI in healthcare is medical imaging…
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Unsupervised learning is a fascinating subfield of machine learning. As opposed to supervised learning, where the algorithm is trained on labeled data, unsupervised learning requires no prior knowledge or labeling of the dataset. Instead, it is used to identify patterns and similarities in data that may not be immediately obvious. Clustering and dimensionality reduction are…
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Artificial intelligence has made significant strides in recent years, and the need for interpretability and explainability has become critical. As AI technologies become more complex and ubiquitous in our lives, they become increasingly difficult to understand and trust. This is where the concept of model interpretability and explainable AI comes into play. In this article,…
Sustainable tourism is a growing concern in these modern times where environmental degradation and climate change are the norm. It is essential to practice nature responsible travel to ensure that we minimize negative impacts on the environment while promoting local communities’ economic and social well-being. In this article, we will look at ways to practice…
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Social media has become one of the most powerful communication tools in today’s digital world. With millions of daily active users, it has become an essential part of our lives. This vast amount of social media data can provide valuable insights into user behavior, preferences, and sentiment. However, analyzing this data manually can be time-consuming…
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Environmental awareness and protection are critical for ensuring the sustainability of our planet. As individuals, we can take small steps to mitigate our impact on the environment and contribute towards a better future. This article presents effective ways to protect the environment and become more environmentally aware in our daily lives. Reducing our carbon footprint…
The significance of planets in the universe cannot be overstated. These celestial bodies are essential to the creation and maintenance of the universe as we know it. The planets in our solar system alone vary greatly in size, composition, and atmosphere, making them fascinating subjects of study. Planets are defined as celestial bodies that orbit…
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Text classification is a vital part of sentiment analysis, which involves the analysis of text for opinions, emotions, and attitudes towards a particular topic or product. The process of building sentiment classifiers requires a careful approach to ensure accurate results. In this article, we explore the various steps involved in developing sentiment classifiers, including data…
