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Cleaning, Organizing, and Speeding Up SQL · LearnSpace
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Cleaning, Organizing, and Speeding Up SQL

Курс от Coursera
Начальный≈ 9.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This comprehensive course delivers practical techniques to transform messy data into clean, well-structured, and high-performance SQL solutions. You'll begin with essential data cleaning methods to handle inconsistencies and errors, then progress to organizing data through effective schema design and CRUD operations. The course culminates with powerful optimization strategies—including AI-assisted approaches—that dramatically improve query performance. Through hands-on labs, interactive discussions, and real-world challenges, you'll develop the skills to create SQL environments that are clean, well-organized, and lightning-fast. Upon completion, you'll be able to: • Clean and transform raw data using SQL techniques that address common quality issues and inconsistencies • Organize information through efficient database schema design and structured manipulation operations • Speed up SQL performance through traditional and AI-enhanced optimization strategies • Implement end-to-end data management solutions that ensure integrity, accessibility, and responsiveness

Навыки, которые вы освоите

SQLDatabase DesignDatabase ManagementData Import/ExportData CleansingData MaintenanceDatabase DevelopmentData QualityData IntegrityData IntegrationRelational DatabasesQuery LanguagesPerformance TuningData WranglingData Manipulation

Программа курса

2 модулей · 17 учебных материалов

01SQL Data Cleaning and Manipulation7 материалов

Lesson 1: Welcome & Course Overview

Course OverviewЧтениеLab Video TranscriptsЧтение

Lesson 2: Data Cleaning Techniques

Ungraded Lab: Data Cleaning ChallengesЛабораторнаяBest Practices in Data CleaningDIALOGUE

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Professionals from the Industry

Преподаватель курса

Cleaning, Organizing, and Speeding Up SQL
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Обучение на Coursera

≈ 9.1 ч

2 модулей

Язык: Английский

Часть программы вашего университета

Lesson 3: Data Manipulation

Ungraded Lab: CRUD Operations LabЛабораторнаяKnowledge Check: Data Manipulation Commands ЗаданиеBest Practices for Data ManipulationDIALOGUE
02Database Architecture & Optimization10 материалов

Lesson 1: Creating and Managing Database Schema

Designing a Database SchemaЧтениеUngraded Lab: Database Design Lab ЛабораторнаяOptimizing SQL: Beyond the BasicsЧтениеUngraded Lab: AI-Powered Schema OptimizationЛабораторнаяKnowledge Check: Schema Design and Optimization Задание

Lesson 2: Data Import/Export and Integration

Ungraded Lab: Import/Export Exercises ЛабораторнаяIntegrating SQL with Data Science WorkflowsDIALOGUE

Lesson 3: Create a Database Table

Ungraded Lab: Create a Database Table ChallengeЛабораторнаяGraded Assessment: Create a Database TableЗаданиеCongratulations and Next StepsЧтение