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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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Robotic Process Automation, or RPA, is a game-changer in the world of business. It employs software robots to automate repetitive tasks that were previously performed by human employees. By doing so, RPA reduces costs, increases efficiency, and improves accuracy. With RPA, businesses can free up their staff to focus on high-value tasks that require human…
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Explainable AI, also referred to as XAI, is rapidly gaining attention in the field of artificial intelligence. It is becoming increasingly important to develop AI models and algorithms that have the ability to provide understandable explanations for their decision-making processes. The need for explainability arises from the increased use of machine learning algorithms in critical…
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Artificial Intelligence (AI) has evolved significantly, and with its rapid growth, concerns about privacy are on the rise. It is necessary to ensure that AI innovation does not violate data privacy. Organizations involved with AI must find the right balance between data protection and innovation. The primary goal of data protection in AI is to…
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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,…
Recommender systems are becoming increasingly popular for providing personalized recommendations to users in various applications. From e-commerce websites to streaming platforms, these systems help users find products or content they are likely to enjoy based on their past behavior, preferences, and demographics. In this article, we will explore the basics of recommender systems and how…
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Over the last few decades, robotic technology has been widely adopted in the automotive industry, revolutionizing the way cars are manufactured. Robotics has allowed manufacturers to streamline production and increase output, ultimately resulting in higher profitability. With robots taking on tasks that were once performed by human workers, automotive factories are now equipped with sophisticated…
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Have you ever considered how your ascendant sign, also known as your rising sign, can impact your career? Astrology enthusiasts believe that one’s rising sign, which is determined by the time and location of their birth, can provide insights into their personality traits, including those relevant to professional life. Understanding your rising sign can help…
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…
Identifying outliers and unusual patterns is crucial in various industries and scenarios, ranging from financial fraud detection to system monitoring. Anomaly detection is the process of finding these unusual and significant events in the data that deviate from the normal distribution. Anomalies can be anything out of the ordinary, such as unusual behavior in customer…
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