What is feature engineering and why is it important?

I often hear that feature engineering is critical in ML projects. Could someone explain why it matters so much?

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Developing AI-driven text analysis solutions requires skilled natural language processing experts who can handle tasks like semantic analysis, entity recognition, and intent modeling. Their expertise ensures AI systems interpret human communication accurately and provide actionable insights for decision-making. Collaborating with such professionals allows companies to implement reliable and scalable NLP solutions.

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