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1
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Applies advanced math and stats to solve data science problems. |
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2
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Uses modern programming and data structures for algorithm design. |
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3
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Makes data-driven business decisions using economic principles. |
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4
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Analyzes and visualizes big data using statistical inference. |
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5
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Works in interdisciplinary teams and communicates in English. |
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6
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Adheres to professional, legal, and ethical standards in data. |
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7
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Develops artificial intelligence and machine learning models and integrates them into business environments. |
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8
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Processes, stores, and analyzes large-scale and real-time data streams utilizing distributed computing and cloud architectures. |
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9
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Reports research findings at academic and professional standards using reproducible workflows in accordance with open science principles. |
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10
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Demonstrates data-driven organizational culture and leadership qualities within the framework of data strategy, data ethics, and AI governance. |