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Artificial Intelligence AI
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== How Artificial Intelligence Works == AI systems are powered by algorithms, which are sets of instructions or rules that guide a machine on how to perform a specific task. Some of the most common methods used in AI are: === Machine Learning (ML) === '''Machine Learning''' is a branch of AI that allows computers to learn from data and improve over time. Instead of being programmed with specific instructions, a machine learning model can be trained using data, which helps it to make decisions on its own. ML is used in various applications, such as: * Spam filters in email * Recommender systems (like Netflix or YouTube suggestions) * Image recognition (for identifying objects in pictures) === Deep Learning === '''Deep Learning''' is a subset of machine learning that uses large networks of algorithms (known as neural networks) to analyze complex data. Deep learning is the reason for the recent advancements in fields like speech recognition and image classification. Examples include: * Facial recognition software * Self-driving cars * Virtual assistants like Google Assistant or Siri === Natural Language Processing (NLP) === '''Natural Language Processing''' allows computers to understand, interpret, and generate human language. NLP is used in applications like: * Speech recognition (e.g., dictation software) * Chatbots (e.g., customer service AI) * Translation services (e.g., Google Translate)
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