AI Tasks
Different types of problems AI can solve
AI can solve different types of problems. Each problem type is called a task.
Tasks are grouped into categories:
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Computer Vision Tasks involving images, videos, and spatial understanding.
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Natural Language Processing Text-based AI tasks including classification, reasoning, and structured QA.
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Multimodal Models that process or generate multiple modalities at once (text, image, audio, video, documents).
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Audio Models for speech processing, audio generation, and classification.
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Tabular ML tasks involving structured tables or time-series data.
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Reinforcement Learning Agent learning, control tasks, and environment interactions.
The task defines what the AI needs to learn during training.