К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
Generative AI Database Design & Management with ChatGPT · LearnSpace
Назад в каталог
courseraIT и технологии

Generative AI Database Design & Management with ChatGPT

Курс от Vanderbilt University
Средний≈ 4.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Imagine designing databases that evolve with your business, anticipate future needs, and solve problems you haven't even encountered yet. This course teaches you to use AI as your intelligent design partner—creating database architectures neither human nor AI could achieve alone. You'll master AI-powered design techniques that transform traditional database development, leveraging generative AI for schema simulation, automated gap analysis, and AI-facilitated requirement discovery. Together with your AI collaborator, you'll craft schemas that reduce technical debt, minimize migrations, and maintain peak performance through AI-optimized design choices. What You'll Learn: • Test queries against AI-simulated databases before writing any code • Identify design blind spots using AI-powered gap analysis techniques • Have AI interview you with intelligent questions to uncover critical data insights • Convert spreadsheets or photographs into AI-optimized database schemas • Use AI to simulate database performance under various usage scenarios • Create AI-enhanced design packages that document both implementation and reasoning Skills That Will Transform Your Work: • Generate thousands of rows of AI-crafted realistic test data in seconds • Create AI-designed dashboards to validate your design's reporting capabilities • Design AI-optimized migration paths for evolving database needs • Build AI-documented databases that new team members can understand immediately • Explore multiple AI-generated design alternatives to find optimal solutions This course is for anyone who designs or maintains databases—from beginners to seasoned architects. You'll learn practical AI collaboration techniques that dramatically enhance your ability to create systems that are adaptable, resilient, and perfectly aligned with business needs. Join us to master the art of human-AI collaborative database design and create systems that truly stand the test of time.

Навыки, которые вы освоите

Database DesignSQLGenerative AIDatabase DevelopmentPrototypingChatGPTDashboard CreationDatabase Architecture and AdministrationPerformance TestingBusiness ReportingSoftware DocumentationData MigrationDatabase Management

Программа курса

4 модулей · 29 учебных материалов

01Expert Database Design with AI7 материалов
Conversational Database Design with the Flipped Interaction PatternВидеоThe Flipped Interaction Pattern: Letting AI Interview You for Better Database DesignЧтениеTurning Design Conversations into Database Artifacts & SQLВидеоAmplifying Value: Converting AI Conversations into Database Design ArtifactsЧтение

Учитесь у экспертов

Dr. Jules White

Professor of Computer Science

Generative AI Database Design & Management with ChatGPT
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 4.3 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Итальянский, Бразильский португальский, Корейский, Немецкий, Пушту, Индонезийский, Испанский, Дари, Японский, Казахский, Венгерский

Часть программы вашего университета
Turning Database Design Conversations into Design PackagesВидео
AI Database DesignЗадание
Save Your AI Social Network Design!Чтение
02Rapid Prototyping, Refinement, and Testing of Database Design with AI11 материалов
An Overview of the RADAR FrameworkВидеоThe RADAR Framework for AI-Enhanced Database DesignЧтениеBootstrapping a New Conversation with the Database DesignВидеоGenerating Sample Data for Rapid Design TestingВидеоBeyond Random Data: Scaling and Optimizing AI-Generated Test DataЧтениеDoes My Database Support that Question - Rapid Analysis with Generative AIВидеоGenerative AI Assisted Design Analysis & Gap IdentificationВидеоGAPS AnalysisЧтениеQuery Simulation with Database PersonasВидеоReasoning about Database Load with Database PersonasВидеоAI Database PersonasЗадание
03Dashboards & Reports: Rapid Design, Prototyping, and Database Optimization with AI6 материалов
Brainstorming Dashboard & Report Designs for Our DatabaseВидеоDashboard-Driven Design: Validating Your Database Through the Lens of Business IntelligenceЧтениеEarly Detection of Critical Design FlawsЧтениеDatabase Design Optimization for Reporting & Dashboards with Generative AIВидеоRapid Dashboard or Report Proof of Concepts with Generative AIВидеоBeyond Simulation: Practical Techniques for Rapid Dashboard PrototypingЧтение
04Database Migration and Optimization with AI5 материалов
Database Migration Planning with Generative AIВидеоCreating Validation-Rich Database Migration Plans with Generative AIЧтениеFlipped Interaction for Database Migration AssistanceЧтениеDesigning from Existing Data or InformationВидеоFrom Spreadsheet to Schema with AIЧтение