AI and Machine Learning Concepts

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Artificial Intelligence (AI)

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Machines performing tasks that require human intelligence.

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Machine Learning (ML)

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Algorithms that learn from data to make decisions.

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Deep Learning

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Complex algorithms that mimic the human brain's neural networks.

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Neural Networks

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Computational models inspired by the brain, enabling AI learning.

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Natural Language Processing (NLP)

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AI's capability to understand human language.

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Generative AI

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AI that creates new content like text or images.

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Large Language Models (LLMs)

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AI trained on vast datasets for text generation (e.g., GPT).

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Supervised Learning

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ML using labeled data for training.

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Unsupervised Learning

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Machine learning finding patterns in unlabeled data.

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Reinforcement Learning

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Training AI through trial and error with rewards.