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Data Pre-processing

Data Pre-processing. Data cleaning Fill in missing values, smooth noisy data, identify or remove outliers, and resolve inconsistencies Data integration Integration of multiple databases, data cubes, or files Data transformation Normalization and aggregation Data reduction

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780 views • 55 slides

Data Pre-processing

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1.16k views • 55 slides

Basic Concepts The Unified Modeling Language (UML)

Basic Concepts The Unified Modeling Language (UML). SYSC 3100 - System Analysis and Design. What is a model?. You must have made or played with one as a child. ? Have you wandered through architecture? . Objectives. Explain the need for models in Engineering work

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290 views • 20 slides

SWEN 750 Software Modeling

SWEN 750 Software Modeling. Sessions. Basic concepts Case studies Research papers. What is a Model. Abstraction Reduced representation of a system Highlight important properties From a given viewpoint. What to Model. Requirement (user interface)

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228 views • 9 slides

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Reduced representation - PowerPoint PPT Presentation

Data Pre-processing

Data Pre-processing

Basic Concepts The Unified Modeling Language (UML)

SWEN 750 Software Modeling