محتويات مقرر Advanced Topics in Data Engineering Course Specification
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4- Course Content :-
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Topic
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Introduction.
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Analytics.
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Declarative Approach to Entity Resolution.
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Transitive Closure of Data Records: Application and Computation.
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Semantic Data Matching: Principles and Performance.
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Application of the Near Miss Strategy and Edit Distance to Handle Dirty Data.
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Parallel General-Purpose Synthetic Data Generator SDDL.
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Knowledge Discovery in Textual Databases: A Concept-Association Mining Approach.
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Mining E-Documents to Uncover Structures.
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Designing a Flexible Framework for a Table Abstraction.
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Information Quality Framework for Verifiable Intelligence Products.
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Interactive Visualization of Large High-Dimensional Datasets.
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Data Integration and Information Quality.
Data Mining.
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