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 Application Integration Patterns · LearnSpace
Назад в каталог
courseraIT и технологии

Generative AI Application Integration Patterns

Курс от Packt
Начальный≈ 13.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course explores how to effectively integrate Generative AI into application development, covering key concepts, practical strategies, and real-world applications. You'll gain insights into designing, deploying, and managing AI-driven solutions with a focus on ethical and responsible practices. By completing this course, you’ll develop skills to integrate large language models like GPT into your applications. You'll learn how to design scalable, AI-powered solutions, implement fine-tuning, and address real-world challenges. What sets this course apart is its blend of theoretical concepts and hands-on, practical applications. You'll work with the latest tools and frameworks to deploy AI models responsibly in production environments. This course is ideal for experienced developers, software architects, and technical product managers who are familiar with AI/ML and software development principles. It's geared toward those who wish to expand their expertise in AI integration.

Навыки, которые вы освоите

Generative AIAI IntegrationsAI SecurityReal Time DataLarge Language ModelingData PipelinesResponsible AIPrompt EngineeringChatGPTCloud SolutionsOpenAI APIModel DeploymentToken OptimizationArtificial IntelligenceLLM ApplicationGenerative Model ArchitecturesPrompt PatternsDeep LearningData EthicsCloud Development

Программа курса

10 модулей · 66 учебных материалов

01Introduction to Generative AI Patterns8 материалов

Lesson 1

Course OverviewВидеоIntroduction to Generative AI Patterns - Overview VideoВидеоIntroductionЧтениеPredictive AI vs Generative AI Use Case IdeationЧтение

Учитесь у экспертов

Packt - Course Instructors

Преподаватель курса

Generative AI Application Integration Patterns
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

≈ 13.1 ч

10 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Индонезийский, Испанский, Японский

Часть программы вашего университета
A Change in the ParadigmЧтение
General Generative AI ConceptsЧтение
Exploring Generative AI Design PatternsЗадание
Discussion: From Foundational Models to Real-World IntegrationОбсуждение
02Identifying Generative AI Use Cases5 материалов

Lesson 1

Identifying Generative AI Use Cases - Overview VideoВидеоIntroductionЧтениеRealizing Business ValueЧтениеIdentifying Generative AI Use CasesЧтениеEvaluating Generative AI OpportunitiesЗадание
03Designing Patterns for Interacting with Generative AI5 материалов

Lesson 1

Designing Patterns for Interacting with Generative AI - Overview VideoВидеоIntroductionЧтениеRefining Generated OutputsЧтениеResults PresentationЧтениеDesigning Effective AI Interaction FrameworksЗадание
04Generative AI Batch and Real-Time Integration Patterns6 материалов

Lesson 1

Generative AI Batch and Real-Time Integration Patterns - Overview VideoВидеоIntroductionЧтениеResult Post-ProcessingЧтениеUse Case Example Search Enhanced by GenAIЧтениеIntegration Patterns in Generative AI SystemsЗаданиеDiscussion: Designing an AI-Enhanced Search ExperienceОбсуждение
05Integration Pattern: Batch Metadata Extraction6 материалов

Lesson 1

Integration Pattern: Batch Metadata Extraction - Overview VideoВидеоIntroductionЧтениеArchitectureЧтениеPrompt Pre-processingЧтениеResult Post-ProcessingЧтениеBatch Metadata Extraction in Financial Data ProcessingЗадание
06Integration Pattern: Batch Summarization4 материалов

Lesson 1

Integration Pattern: Batch Summarization - Overview VideoВидеоIntroductionЧтениеInferenceЧтениеBatch Summarization in Compliance ProcessesЗадание
07Integration Pattern: Real-Time Intent Classification6 материалов

Lesson 1

Integration Pattern: Real-Time Intent Classification - Overview VideoВидеоIntroductionЧтениеInferenceЧтениеResult PresentationЧтениеReal-Time Intent Classification and System DesignЗаданиеDiscussion: Balancing Accuracy, User Experience, and Reliability in Real-Time AI ApplicationsОбсуждение
08Integration Pattern: Real-Time Retrieval Augmented Generation3 материалов

Lesson 1

Integration Pattern: Real-Time Retrieval Augmented Generation - Overview VideoВидеоIntegration Pattern: Real-Time Retrieval Augmented Generation - The ReadingЧтениеRAG Pipeline and Integration PatternsЗадание
09Operationalizing Generative AI Integration Patterns12 материалов

Lesson 1

Operationalizing Generative AI Integration Patterns - Overview VideoВидеоIntroductionЧтениеTraining LayerЧтениеReal-World ExampleЧтениеPractice: Applying the GenAI Operational FrameworkDIALOGUEInference LayerЧтениеReal-World ExampleЧтениеOperations LayerЧтениеEvaluation and MonitoringЧтениеLoggingЧтениеOperationalizing Generative AI IntegrationЗаданиеDiscussion: Choosing the Right Strategy for Operationalizing Generative AIОбсуждение
10Embedding Responsible AI into Your GenAI Applications11 материалов

Lesson 1

Embedding Responsible AI into Your GenAI Applications - Overview VideoВидеоIntroductionЧтениеFairness in GenAI ApplicationsЧтениеInterpretability and ExplainabilityЧтениеPractice: Analyze Risks in a Responsible AI SystemDIALOGUEPrivacy and Data ProtectionЧтениеSafety and Security in GenAI SystemsЧтениеGoogle’s Secure AI Framework (SAIF)ЧтениеAnthropic’s Approach to Responsible AIЧтениеSummaryЧтениеResponsible AI Integration in Generative ApplicationsЗадание