محتويات مقرر Advanced Topics in Data Engineering Course Specification

4- Course Content :-

Topic

Introduction.

Analytics.

Declarative Approach to Entity Resolution.

Transitive Closure of Data Records: Application and Computation.

Semantic Data Matching: Principles and Performance.

Application of the Near Miss Strategy and Edit Distance to Handle Dirty Data.

Parallel General-Purpose Synthetic Data Generator SDDL.

Knowledge Discovery in Textual Databases: A Concept-Association Mining Approach.

Mining E-Documents to Uncover Structures.

Designing a Flexible Framework for a Table Abstraction.

Information Quality Framework for Verifiable Intelligence Products.

Interactive Visualization of Large High-Dimensional Datasets.

Data Integration and Information Quality.

Data Mining.

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