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Generative AI: Prompt Engineering Basics · LearnSpace
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Generative AI: Prompt Engineering Basics

Курс от Board Infinity
Начальный≈ 5.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The course provides a comprehensive introduction to Generative AI and Prompt Engineering, equipping learners with the knowledge and skills to craft effective prompts that produce accurate, high-quality outputs across multiple domains. It is designed for professionals, students, and enthusiasts aiming to optimize AI interactions, enhance digital workflows, and leverage tools like GPT, ChatGPT, Bard, and IBM Watson. Learners will explore foundational AI concepts, the evolution of large language models, and the mechanics of prompt engineering. Practical lessons cover crafting prompts for diverse applications such as text generation, code debugging, content creation, and automation. Advanced sections dive into strategies like zero-shot and few-shot prompting, chain-of-thought techniques, and refining prompts for accuracy, context, and tone. The course also emphasizes ethical considerations in AI use, including bias, fairness, and responsible deployment. By combining theory, hands-on practice, and real-world case studies, learners will gain confidence in designing prompts that deliver consistent, reliable, and domain-specific outcomes. By the end of this course, you will be able to: - Understand Generative AI fundamentals and their applications across industries. - Craft prompts that yield precise, high-quality AI responses. - Apply advanced techniques such as chain-of-thought and zero/few-shot prompting. - Evaluate prompt effectiveness using key metrics and refine strategies for optimization. Disclaimer: This is an independent educational resource created by Board Infinity for informational and educational purposes only. This course is not affiliated with, endorsed by, sponsored by, or officially associated with any company, organization, or certification body unless explicitly stated. The content provided is based on industry knowledge and best practices but does not constitute official training material for any specific employer or certification program. All company names, trademarks, service marks, and logos referenced are the property of their respective owners and are used solely for educational identification and comparison purposes.

Навыки, которые вы освоите

DebuggingLLM ApplicationPrompt PatternsModel EvaluationGoogle GeminiPrompt Engineering ToolsAI literacyResponsible AIGenerative Model Architectures

Программа курса

2 модулей · 39 учебных материалов

01Introduction to Generative AI and Core Concepts22 материалов

Introduction to the Course

Introduction to the CourseВидеоMeet your InstructorВидео

Introduction to Generative AI and Industry Applications

Overview of Generative AI and how it worksВидеоThe evolution of Generative AI in various sectorsВидео

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Board Infinity

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Generative AI: Prompt Engineering Basics
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Обучение на Coursera

≈ 5.3 ч

2 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Итальянский, Бразильский португальский, Корейский, Испанский, Японский, Казахский, Венгерский

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Key models (GPT, BERT, T5, etc.) and their use casesВидео
Real-world applications: Text generation, content creation, and automationВидео
Practical Implementation: Content Creation and Writing TasksВидео
Practice Quiz: Introduction to Generative AI and Industry ApplicationsЗадание

The Essentials of Prompt Engineering

What is prompt engineering, and why is it important?ВидеоHow prompts shape AI responsesВидеоKey principles for crafting effective promptsВидеоCommon pitfalls in prompt design and how to avoid themВидеоPractical Implementation: Problem-Solving and AnalysisВидеоIntroduction to Generative AI and Core ConceptsDIALOGUEUntitledЗадание

Techniques for Crafting Effective Prompts

Zero-shot and Few-shot LearningВидеоChain-of-Thought (CoT) and Tree-of-Thought (ToT) strategiesВидеоUsing creative and specific prompt modifiersВидеоPractical Implementation: Industry-Specific ApplicationsВидеоRead more about Generative AI: Foundations, Applications, and Best PracticesЧтениеQuick Course Check-InPLUGINNew Quiz -Techniques for Crafting Effective PromptsЗадание
02Mastering Prompt Engineering for AI Optimization17 материалов

Advanced Prompt Engineering Techniques

Refining and fine-tuning prompts for accuracyВидеоExperimenting with prompt structures, specificity, and contextВидеоIterative prompting for better resultsВидеоTools and platforms for advanced prompt engineering (IBM Watsonx, LangChain, etc.)Видео Where Could Better Prompts Make the Biggest Impact?ОбсуждениеNew Quiz: Advanced Prompt Engineering TechniquesЗадание

Real-World Applications of Prompt Engineering

Using AI for content creation (SEO, blog writing, digital marketing)ВидеоPrompt engineering for code generation and automationВидеоExploring multimedia AI: image, video, and audio generationВидеоNew Quiz Real-World Applications of Prompt EngineeringЗадание

Evaluating AI Performance and Ethical Considerations

Key metrics to evaluate prompt performanceВидеоEthical AI: Addressing biases and ensuring responsible useВидеоThe future of prompt engineering: Trends, career paths, and emerging technologiesВидеоRead more about Optimizing AI Prompts: Refinement, Evaluation, and Ethical ConsiderationsЧтениеGraded QuizЗаданиеCourse Closure - Gratitude !Видео
UntitledЗадание