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a data-driven career guidance system that leverages alumni employment outcomes and student academic performance to generate personalized career recommendations. Using the KNN algorithm, the system identifies similar alumni profiles and suggests relevant career paths, helping students make informed decisions while improving employability outcomes.
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^19.2.4^19.2.4^7.13.1^4.2.2^9.39.4^4.2.2^19.2.14^19.2.3^6.0.1^9.39.4^7.0.1^0.5.2^17.4.0^8.0.12
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