Moroccan Darija, the colloquial Arabic dialect spoken in Morocco, has been the focus of several dataset initiatives aimed at supporting natural language processingLanguage Processing refers to the ability of a system, particularly artificial intelligenceArtificial Intelligence (AI) refers to the simulation of human intelligence in machines, enabling them to perform tasks that typically require human cognition. These tasks include learning, reasoning, problem-solving, perception, language understanding, and decision-making. Key Aspects of AI: Machine Learning (ML): A subset of AI where algorithms improve automatically through experience.... More (AI), to understand, interpret, generate, and manipulate human language. It is a key component of Natural Language ProcessingLanguage Processing refers to the ability of a system, particularly artificial intelligence (AI), to understand, interpret, generate, and manipulate human language. It is a key component of Natural Language Processing (NLP), a subfield of AI and linguistics that enables machines to interact with human language in a meaningful way. Key... More (NLP), a subfield […]
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Abstract: Describing the contents of an image with natural language is a complex yet compelling task in computer vision, requiring a deep understanding of both visual and semantic information. This paper explores the crucial roles played by visual features, derived directly from the image pixels, and semantic knowledge, encompassing object relationships, scene understanding, and common-sense […]
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Abstract: Arabic, a macrolanguageA macrolanguageA macrolanguage is a linguistic classification used by ISO 639-3 to group multiple closely related languages that are often considered distinct but share significant mutual intelligibility or cultural identity. Macrolanguages are assigned a single ISO 639-3 code while also encompassing multiple individual languages with their own distinct codes. More is a linguistic classification used by ISO 639-3 to group multiple closely related languages that are often considered distinct but share significant mutual intelligibility or cultural identity. Macrolanguages are assigned a single ISO 639-3 code while also encompassing multiple individual languages with their own distinct codes. More with a rich […]
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Abstract: The field of machine learning (ML) has achieved remarkable progress in various domains, from image recognition to natural language processingLanguage Processing refers to the ability of a system, particularly artificial intelligenceArtificial Intelligence (AI) refers to the simulation of human intelligence in machines, enabling them to perform tasks that typically require human cognition. These tasks include learning, reasoning, problem-solving, perception, language understanding, and decision-making. Key Aspects of AI: Machine Learning (ML): A subset of AI where algorithms improve automatically through experience.... More (AI), to understand, interpret, generate, and manipulate human language. It is a key component of Natural Language ProcessingLanguage Processing refers to the ability of a system, particularly artificial intelligence (AI), to understand, interpret, generate, and manipulate human language. It is a key component of Natural Language Processing (NLP), a subfield of AI and linguistics that enables machines to interact with human language in a meaningful way. Key... More (NLP), a subfield of AI […]
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Artificial IntelligenceArtificial Intelligence (AI) refers to the simulation of human intelligence in machines, enabling them to perform tasks that typically require human cognition. These tasks include learning, reasoning, problem-solving, perception, language understanding, and decision-making. Key Aspects of AI: Machine Learning (ML): A subset of AI where algorithms improve automatically through experience…. More (AI) is no […]
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Abstract: Generative AIGenerative AI refers to a category of artificial intelligenceArtificial Intelligence (AI) refers to the simulation of human intelligence in machines, enabling them to perform tasks that typically require human cognition. These tasks include learning, reasoning, problem-solving, perception, language understanding, and decision-making. Key Aspects of AI: Machine Learning (ML): A subset of AI where algorithms improve automatically through experience.... More models designed to generate new content, such as text, images, audio, or even videos, based on patterns learned from existing data. Unlike traditional AI, which is typically used for classification or prediction tasks, generative AIGenerative AI refers to a category of artificial intelligence models designed to generate new content, such as text, images, audio, or even videos, based on patterns learned from existing data. Unlike traditional AI, which is typically used for classification or prediction tasks, generative AI creates new, original data based on... More creates new, original data based on… More (GenAI) is […]
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Abstract: Generative AIGenerative AI refers to a category of artificial intelligenceArtificial Intelligence (AI) refers to the simulation of human intelligence in machines, enabling them to perform tasks that typically require human cognition. These tasks include learning, reasoning, problem-solving, perception, language understanding, and decision-making. Key Aspects of AI: Machine Learning (ML): A subset of AI where algorithms improve automatically through experience.... More models designed to generate new content, such as text, images, audio, or even videos, based on patterns learned from existing data. Unlike traditional AI, which is typically used for classification or prediction tasks, generative AIGenerative AI refers to a category of artificial intelligence models designed to generate new content, such as text, images, audio, or even videos, based on patterns learned from existing data. Unlike traditional AI, which is typically used for classification or prediction tasks, generative AI creates new, original data based on... More creates new, original data based on… More is rapidly evolving, […]
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Abstract: The rapid evolution of Artificial IntelligenceArtificial Intelligence (AI) refers to the simulation of human intelligence in machines, enabling them to perform tasks that typically require human cognition. These tasks include learning, reasoning, problem-solving, perception, language understanding, and decision-making. Key Aspects of AI: Machine Learning (ML): A subset of AI where algorithmsAn algorithm is a step-by-step procedure or set of rules used to solve a problem or perform a task. It is a precise sequence of instructions that takes an input, processes it, and produces an output. Key Characteristics of Algorithms: Definiteness – Each step is clearly defined. Input – Takes... More improve automatically through experience…. […]
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Top Data Analysis Tools Data analysis tools make it easier for users to process and manipulate data, analyze the relationships and correlations between data sets, and it also helps to identify patterns and trends for interpretation. Below is the list of some popular tools explain briefly: Applications of Data Analysis The diverse applications of data […]
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Data is raw information, and analysis of data is the systematic process of interpreting and transforming that data into meaningful insights. In a data-driven world, analysis involves applying statistical, mathematical, or computational techniques to extract patterns, trends, and correlations from datasets. Data analysis is the process of inspecting, cleaning, transforming, and modelling data to discover […]