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Foundations of Prompt Engineering for Generative AI · LearnSpace
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Foundations of Prompt Engineering for Generative AI

Курс от John Wiley & Sons
Средний≈ 4.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course covers the core principles of generative AI and the essential role of prompt engineering. It emphasizes how understanding prompts can shape AI responses and their real-world applications. By mastering the creation of effective prompts, learners will influence AI behavior across industries, unlocking the potential of AI-driven solutions. Throughout the course, learners will explore how to create clear, precise prompts that optimize AI systems' functionality. Step-by-step guidance will equip learners with practical skills for prompt creation, helping them harness AI tools for diverse applications, from business automation to research. What sets this course apart is its combination of theoretical knowledge and hands-on experience in prompt engineering. Learners will engage in practical exercises and real-world case studies across various industries, helping them build confidence in applying these skills immediately. Ideal for professionals looking to understand and utilize generative AI, the course caters to both beginners and those with some experience in AI technologies. No prior coding experience is required, but familiarity with AI concepts will be helpful. This course is part one of a three-course Specialization designed to provide a comprehensive learning pathway in this subject area. While it delivers standalone value and practical skills, learners seeking a more integrated and in-depth progression may benefit from completing the full Specialization. Copyright © 2024 by John Wiley & Sons, Inc. All rights reserved. Published by John Wiley & Sons, Inc., Hoboken, New Jersey. Published simultaneously in Canada. Used by arrangement with John Wiley & Sons, Inc.

Навыки, которые вы освоите

Data EthicsResponsible AIPrompt EngineeringToken OptimizationInteraction DesignArtificial Intelligence and Machine Learning (AI/ML)AI powered creativityNatural Language ProcessingConcisionLarge Language ModelingLLM ApplicationGenerative AIPrompt PatternsGenerative Model ArchitecturesContext Engineering

Программа курса

7 модулей · 43 учебных материалов

01The Basics of Generative Artificial Intelligence5 материалов

Unveiling Generative AI: From Fundamentals to Real-World Impact

OverviewВидеоIntroductionЧтениеWhat Is Generative AIЧтениеWhat Is a Language Model?Чтение

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Wiley Skills Network

Преподаватель курса

Foundations of Prompt Engineering for Generative AI
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Обучение на Coursera

≈ 4.4 ч

7 модулей

Язык: Английский

Часть программы вашего университета
Foundations of Generative Artificial IntelligenceЗадание
02The Role of Prompts in Generative AI6 материалов

Crafting Effective Prompts for Powerful AI Interactions

OverviewВидеоIntroductionЧтениеMaking AI Accessible to EveryoneЧтениеHow Do Generative AI Systems Understand Input and Provide OutputЧтениеThe Importance of Carefully Engineering PromptsЧтениеMastering Prompt Influence in Generative AIЗадание
03A Step-by-Step Guide to Creating Effective Prompts5 материалов

Mastering the Art of Clear and Impactful AI Prompts

OverviewВидеоIntroductionЧтениеRecognizing Characters and Depth of PromptsЧтениеConcisenessЧтениеMastering AI Prompt CreationЗадание
04Diving Deeper: Structure and Nuances of Prompts6 материалов

Mastering Prompt Engineering: Fine-Tuning AI Interactions

OverviewВидеоIntroductionЧтениеUsing Temperature and Max Tokens to Guide AI ResponsesЧтениеBalancing Creativity and Control in Your PromptsЧтениеStrategies for Iterative Improvement in PromptingЧтениеMastering Effective Prompt ConstructionЗадание
05Prompt Engineering across Industry7 материалов

Innovating Industries with AI-Driven Prompt Strategies

OverviewВидеоIntroductionЧтениеRevolutionizing Education Classroom Applications of Prompt EngineeringЧтениеStreamlining Research Applications for Academics and Market AnalystsЧтениеPrompt Engineering in Health Care: Reinventing Patient Communication and Data AnalysisЧтениеBuilding Smarter Cities: Urban Planning and Public Policy ApplicationsЧтениеPrompt Engineering in Industry ApplicationsЗадание
06Practical Guide to Prompt Engineering7 материалов

Mastering Effective Prompts: From Basics to Advanced Optimization

OverviewВидеоIntroductionЧтениеTesting and Evaluating Your PromptsЧтениеIterating and Refining Your PromptsЧтениеTips and Tricks for Advanced Prompt EngineeringЧтениеAdvanced Techniques: Machine Learning for Prompt OptimizationЧтениеMastering Effective Prompt DesignЗадание
07Ethical Considerations in Prompt Engineering7 материалов

Building Fair and Responsible AI Prompts: Ethics, Bias, and Privacy

OverviewВидеоIntroductionЧтениеStrategies for Reducing Bias in Your PromptsЧтениеEthical Guidelines for Prompt DesignЧтениеPrompts and Privacy ConsiderationsЧтениеAdvanced Techniques: Automated Bias DetectionЧтениеEthical Considerations in AI Prompt DesignЗадание