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Optimize AI Prompts for Cost and Quality · LearnSpace
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Optimize AI Prompts for Cost and Quality

Курс от Coursera
Средний≈ 4.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Optimize AI Prompts for Cost & Quality is an essential intermediate course for developers, data scientists, and product managers who are ready to move beyond basic AI interactions and master the art of prompt engineering. In a world where AI-driven applications are becoming ubiquitous, the ability to control AI outputs for quality, cost, and ethical alignment is a critical skill. This course provides a complete toolkit to transform you from a casual user into a strategic prompt architect. You will learn to design structured prompt templates that deliver consistent, high-quality results, drawing on real-world examples from AWS and the finance industry. You will then dive into the crucial area of AI ethics, learning to analyze and mitigate bias and hallucinations in model outputs to ensure your applications are trustworthy and fair. Finally, you will master the economics of AI by evaluating token usage and applying powerful optimization techniques to significantly reduce operational costs, inspired by strategies from Requesty.ai. Through hands-on exercises, AI-powered coaching, and a final project, you will be equipped to build AI solutions that are not only powerful but also efficient, reliable, and responsible.

Навыки, которые вы освоите

Token OptimizationPrompt EngineeringMitigationResponsible AIContext EngineeringAI literacyModel EvaluationPrompt Engineering ToolsData EthicsModel OptimizationCost Management

Программа курса

3 модулей · 18 учебных материалов

01Engineering Prompts for Quality and Consistency6 материалов
Course Introduction: The Power and Peril of a Single PromptDIALOGUEWhen Vague Instructions Lead to AI ChaosВидеоThe Anatomy of a High-Performance PromptЧтениеBuilding Your First Structured Prompt TemplateВидео

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Преподаватель курса

Optimize AI Prompts for Cost and Quality
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 4.2 ч

3 модулей

Язык: Английский

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

Часть программы вашего университета
The Prompt Refinement ChallengeDIALOGUE
Knowledge Check: Prompt StructureЗадание
02Ensuring Ethical AI: Mitigating Bias and Hallucinations6 материалов
The Real-World Harm of a Biased AlgorithmВидеоIdentifying and Mitigating Bias and HallucinationsЧтениеA Framework for Testing AI OutputsВидеоThe AI Ethics InvestigatorDIALOGUEKnowledge Check: Ethical AI ConceptsЗаданиеCase Study: Bias-Aware Structured Prompt Design for the Smart-Support FeatureЗадание
03The Economics of AI: Optimizing Prompts for Cost6 материалов
The Million-Dollar Comma: How Token Costs ExplodeВидеоIntroduction to Tokenomics: How to Measure and Reduce AI CostsЧтениеAnalyzing and Shrinking Your PromptsВидеоThe Token Diet ChallengeDIALOGUEKnowledge Check: Cost OptimizationЗаданиеAI Prompt Optimization ProjectЗадание