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Data Management for Analytics Part 1 · LearnSpace
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Data Management for Analytics Part 1

Курс от Northeastern University
Уровень не указан≈ 9.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course will offer you an opportunity to learn the fundamental concepts and emerging technologies in database design and modeling and database systems. It presents a balanced theory-practice focus and covers entity relationship model and UML model, relational model, and relational databases. By the end of this part 1 course on data analytics, you will have a foundational understanding of the theory and applications of database management to support data analytics, data mining, machine learning, and artificial intelligence.

Навыки, которые вы освоите

Database DesignRelational DatabasesData GovernanceData QualityDatabase Management SystemsMetadata ManagementDependency AnalysisDatabase ManagementUnified Modeling LanguageDatabase SystemsDatabase TheoryData ModelingData ManagementData MappingDatabase Architecture and AdministrationDatabase AdministrationData IntegrityDatabases

Программа курса

7 модулей · 73 учебных материалов

01Fundamental Concepts of Database Management14 материалов

Getting Started

Course IntroductionЧтениеCourse OverviewВидеоMeet Your FacultyВидеоSyllabus - Data Management for Analytics Part 1Чтение

Учитесь у экспертов

Xuemin Jin

Преподаватель курса

Chinthaka Pathum Dinesh Herath Gedara

Assistant Teaching Professor

Data Management for Analytics Part 1
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 9.1 ч

7 модулей

Язык: Английский

Субтитры: Узбекский, Казахский

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Academic IntegrityЧтение

Lesson 1: Database Technology

Check Your Prior KnowledgeЗаданиеDatabase Technology ЧтениеAssess Your Learning: Database Technology Задание

Lesson 2: Filed-Based Versus Database Approach to Data Management

Filed-Based Versus Database Approach to Data ManagementЧтениеFile-Based Versus Database Approach to Data ManagementВидеоAssess Your Learning: Filed-Based Versus Database Approach to Data ManagementЗадание

Lesson 3: Elements of a Database System

Elements of a Database SystemЧтениеAssess Your Learning: Elements of a Database SystemЗадание

Module 1 Summary

Module 1 SummaryЧтение
02Architecture and Categorization of Database Management Systems (DBMSs)6 материалов

Lesson 1: Architecture of a Database Management System (DBMS)

Check Your Prior KnowledgeЗаданиеArchitecture of a Database Management System (DBMS)ЧтениеAssess Your Learning: Architecture of a Database Management System (DBMS)Задание

Lesson 2: Categorization of DBMSs

Categorization of DBMSsЧтениеAssess Your Learning: Categorization of DBMSsЗадание

Module 2 Summary

Module 2 SummaryЧтение
03Conceptual Data Modeling, Part 110 материалов

Lesson 1: Phases of Database Design

Check Your Prior KnowledgeЗаданиеPhases of Database Design ЧтениеAssess Your Learning: Phases of Database Design Задание

Lesson 2: Data Modeling: The Entity Relationship Model (ER)

Data Modeling: The Entity Relationship Model (ER)ЧтениеData Modeling: The Entity Relationship Model (ER)ВидеоTernary Relationship TypesЧтениеAssess Your Learning: Data Modeling: The Entity Relationship Model (ER)Задание

Lesson 3: Examples of the ER

Examples of the ERЧтениеAssess Your Learning: Examples of the ERЗадание

Module 3 Summary

Module 3: SummaryЧтение
04Conceptual Data Modeling, Part 27 материалов

Lesson 1: The Enhanced Entity Relationship (EER) Model

Check Your Prior KnowledgeЗаданиеThe Enhanced Entity Relationship (EER) ModelЧтениеAssess Your Learning: The Enhanced Entity Relationship (EER) ModelЗадание

Lesson 2: The UML Class Diagram

The UML Class DiagramЧтениеData Modeling: UML Class DiagramВидеоAssess Your Learning: The UML Class DiagramЗадание

Module 4 Summary

Week 4 SummaryЧтение
05Organizational Aspects of Data Management10 материалов

Lesson 1: Database Catalog

Check Your Prior KnowledgeЗаданиеDatabase CatalogЧтениеAssess Your Learning: Database CatalogЗадание

Lesson 2: Data Quality

Data QualityЧтениеAssess Your Learning: Data QualityЗадание

Lesson 3: Data Governance

Data GovernanceЧтениеAssess Your Learning: Data GovernanceЗадание

Lesson 4: Roles in Data Management

Roles in Data ManagementЧтениеAssess Your Learning: Roles in Data ManagementЗадание

Module 5: Summary

Module 5 SummaryЧтение
06Relational Model14 материалов

Lesson 1: Relational Model Definition

Check Your Prior KnowledgeЗаданиеRelational Model DefinitionЧтениеAssess Your Learning: Relational Model DefinitionЗадание

Lesson 2: Types of Keys in Relational Model

Types of Keys in Relational ModelЧтениеKeys of the Relational ModelВидеоSummary of Relational ConstraintsЧтениеAssess Your Learning: Types of Keys in Relational ModelЗадание

Lesson 3: Mapping a Conceptual ER Model To a Relational Model

Mapping a conceptual ER model to a relational modelЧтениеMapping Binary Relationship TypesВидеоMapping Unary Relationship TypesЧтениеAssess Your Learning: Mapping a Conceptual ER Model To a Relational ModelЗадание

Lesson 4: Mapping a Conceptual EER Model to a Relations Model

Mapping a Conceptual EER Model to a Relations ModelЧтениеAssess Your Learning: Mapping a Conceptual EER Model to a Relations ModelЗадание

Module 6: Summary

Module 6: SummaryЧтение
07Normalization of Relational Model and Mapping of the EER Model to Relational Model12 материалов

Lesson 1: Motivation

Check Your Prior KnowledgeЗаданиеMotivationЧтениеAssess Your Learning: MotivationЗадание

Lesson 2: Informal Normalization Guidelines

Informal Normalization GuidelinesЧтениеAssess Your Learning: Informal Normalization Guidelines Задание

Lesson 3: Functional Dependencies and Prime Attribute Types

Functional Dependencies and Prime Attribute TypesЧтениеAssess Your Learning: Functional Dependencies and Prime Attribute TypesЗадание

Lesson 4: Normalization forms

Normalization FormsЧтениеNormalization ExamplesВидеоAssess Your Learning: Normalization FormsЗадание

Module 7: Summary

Module 7 SummaryЧтениеCongratulations!Чтение