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AI application enhancement provides a number of problems, like data quality and availability, design selection and tuning, dealing with overfitting, understanding advanced algorithms, managing computational source constraints, and ensuring the ethical use of AI. Keeping up with fast evolving AI systems and frameworks is additionally a problem.AI ap