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AI (Artificial Intelligence) and Machine Learning (ML)

are transformative fields within computer science and technology that are revolutionizing industries by enabling machines to perform tasks that typically require human intelligence.

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Artificial Intelligence (AI)

AI is a broad concept referring to machines or systems designed to simulate human intelligence. These systems can perform tasks such as learning, reasoning, problem-solving, understanding natural language, and recognizing patterns.

Types of AI

  • Narrow AI: AI designed for a specific task (e.g., chatbots, recommendation systems, voice assistants like Alexa).

  • General AI: Hypothetical AI with the ability to understand and perform any intellectual task a human can do.

  • Superintelligent AI: A speculative concept where AI surpasses human intelligence.

Subfields of AI

  • Natural Language Processing (NLP): Understanding and generating human language (e.g., ChatGPT, Google Translate).

  • Computer Vision: Analyzing and interpreting visual data (e.g., facial recognition, autonomous vehicles).

  • Robotics: Designing machines that can perform physical tasks (e.g., drones, industrial robots).

  • Expert Systems: AI that mimics decision-making capabilities of a human expert.