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Applied Generative AI & Prompt Engineering Mastery · LearnSpace
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Applied Generative AI & Prompt Engineering Mastery

Курс от LearnKartS
Начальный≈ 8.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Everyone talks about AI. Few actually understand it. Most people copy prompts from Google, get inconsistent results, and quietly wonder if they are falling behind. This course closes that gap for good. Here is what you will cover: Generative AI Foundations Understand how Generative AI differs from Machine Learning and Deep Learning so you can confidently follow modern AI conversations and trends. Explore ChatGPT features, the evolution of GenAI, and tools for text, image, audio, video, and code generation. Learn how newer AI systems are becoming more capable and interactive. LLMs, Use Cases, Ethics & Risks Learn how tools such as ChatGPT generate responses & why AI can sometimes sound convincing even when it is wrong. Explore practical AI use cases across business, software, retail, and marketing while understanding concepts such as fine-tuning, RAG, Agentic AI, hallucinations, bias, and AI limitations. Prompt Engineering Apply 13+ prompting techniques to get clearer, more reliable AI outputs across writing, brainstorming, research, coding, and everyday work tasks. Work with tools such as GitHub Copilot & Amazon Nova while exploring AI career opportunities and how AI is reshaping future roles. Ideal for professionals, students, career switchers, and anyone who wants to truly understand AI instead of just experimenting with it. Join 200,000+ learners across 160+ LearnKartS courses on Coursera. Enroll now.

Навыки, которые вы освоите

Prompt EngineeringGitHub CopilotEmbeddingsLarge Language ModelingAI literacyChatGPTGenerative AIPrompt Engineering ToolsFine-tuningRetrieval-Augmented GenerationDeep LearningMachine LearningMachine Learning MethodsArtificial IntelligenceGenerative AI AgentsAutomationResponsible AIAI WorkflowsArtificial Intelligence and Machine Learning (AI/ML)Generative Model Architectures

Программа курса

3 модулей · 82 учебных материалов

01Generative AI Foundations and Applications18 материалов

Understanding Generative AI

Course IntroductionВидеоGenerative AI IntroductionВидеоGen AI Demo - See Generative AI in ActionВидеоUnderstanding Aritificial Intelligence(AI), Machine Learning (ML), & Deep LearningВидеоExplore ChatGPT: Features & Capabilities

Учитесь у экспертов

Tanmoy Kumar Das

Преподаватель курса

LearnKartS

Преподаватель курса

Applied Generative AI & Prompt Engineering Mastery
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в новой вкладке

Обучение на Coursera

≈ 8.1 ч

3 модулей

Язык: Английский

Часть программы вашего университета
Видео
Checkpoint QuizЗадание
Exploring Generative AI, ChatGPT, and the Foundations of Modern AI SystemsDIALOGUE

Introduction and Capabilities of Generative AI

Why Learn Generative AIВидеоApplications of Generative AIВидеоCapabilities of Generative AIВидеоExploring the evolution of Generative AIВидеоCheckpoint QuizЗадание

Understanding Key Terminologies

Introduction to GenAI Key TerminologiesВидеоLLM (Large Language Model) - How Modern AI Models WorkВидеоDemo ChatGPT: Next-word completion and text generationВидеоPrompt Engineering - Write Better Prompts for Better AI ResultsВидеоEmbeddings – Text to Vector ConversionВидеоProficiency QuizЗадание
02Understanding LLMs, GenAI Use Cases, AI Ethics, Risks & Limitations38 материалов

Applications and Tools of Generative AI

Tools for Text GenerationВидеоTools for Image GenerationВидеоTools for Audio and Video GenerationВидеоTools for Code GenerationВидеоGenerative Versus Agentic AIВидеоCheckpoint QuizЗаданиеGenerative AI Tools & Agentic SystemsDIALOGUE

Understanding Key Terminologies

Fine Tuning - Customize AI Models for Specific TasksВидеоQuick Review of Key GenAI ConceptsВидеоRetrieval Augmented Generation (RAG) - Enhance AI with External KnowledgeВидеоAgentic AI - AI Systems That Can Reason and ActВидеоProjects - ChatGPT - Hands-On AI Projects with ChatGPTВидеоCheckpoint QuizЗадание

Limitations of LLMs and workarounds

Limitations of LLMs and workaroundsВидеоHow well do you know your LLMs?ВидеоResponsible AI - Building Ethical and Trustworthy AI SystemsВидеоDemo - Safety Refusal ExamplesВидеоDemo - Bias correction Rewrite in Positive ToneВидеоCheckpoint QuizЗадание

GenAI Use Cases Across Industries

Introduction to GenAI Use CasesВидеоBusiness Use Cases - Practical AI Applications for OrganizationsВидеоDemo - Otter Meeting Agent - AI Notetaker, Transcription, InsightsВидеоDemo - Generating Email ResponseВидеоCheckpoint QuizЗадание

GenAI Use Cases Across Industries

Demo - Marketing Headline Variations for a Product ImageВидеоSoftware Development - AI for Coding, Testing, and ProductivityВидеоRetail - Transforming Customer Experience with AIВидеоMarketing - AI Strategies for Smarter Campaigns and ContentВидеоCheckpoint QuizЗадание

Understanding AI Ethics, Risks & Limitations

AI Ethics: Hallucinations and Factual AccuracyВидеоAI Ethics: Bias and Fairness IssuesВидеоAI Ethics: Technical LimitationsВидеоAI Ethics: Ethical and Safety ConcernsВидеоCheckpoint QuizЗадание

Generative AI Applications, Tools & Emerging Use Cases

Use case: Code Generation with GitHub CoPilotВидеоUse case: Image and Video Generation with Amazon NovaВидеоHow AI is Disrupting SearchВидеоProficiency QuizЗадание
03Prompt Engineering26 материалов

Prompt Engineering Techniques for Better AI Outputs

Prompt Priming - Guide AI Responses with Better ContextВидео30 Simple Prompt StartersВидеоNew Ideas and Copy GenerationВидеоClient Emails, Analogies and Bulk WritingВидеоEffective Prompt RevisionsВидеоChain of Thought PromptingВидеоCheckpoint QuizЗадание

Advanced Prompting Frameworks & Techniques

Tabular Format Prompting - Organize AI Outputs into Clear TablesВидеоZero, One, and Few Shot PromptingВидеоAsk Before Answer PromptingВидеоFill-In-The-Blank PromptingВидеоPerspective Prompting - Generate Responses from Different ViewpointsВидеоConstructive Critic Prompting - Refine AI Outputs Through Feedback LoopsВидео

Creative & Experimental Prompting Techniques

Comparative Prompting - Compare Ideas, Products, and Responses with AIВидеоReverse Prompting - Generate Better Prompts by Working BackwardВидеоRGC Prompting - Structured Prompting for Better AI ConversationsВидеоI Want You To Act As PromptingВидеоRandomness in Output - Control Creativity and Variation in AI ResponsesВидеоCheckpoint QuizЗадание

The Future, Jobs, and Certifications

The Future, Jobs, and CertificationsВидеоThe Path to Artificial General Intelligence (AGI)ВидеоCareer Opportunities in Generative AIВидеоProficiency QuizЗаданиеSummaryВидео
Checkpoint QuizЗадание
Improving AI Output with Prompt Engineering for Business CommunicationDIALOGUE