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Hands-On with GenAI Tools and Technologies · LearnSpace
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Hands-On with GenAI Tools and Technologies

Курс от Alberta Machine Intelligence Institute
Начальный≈ 7.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In this beginner level course on Generative AI, we take a closer look at popular tools and technologies such as GPT-4, DALL-E, and Stable Diffusion, alongside basic hands-on guidance for their configuration and use. This course aims to deepen understanding of each tool's unique capabilities and ease of usage. Learners will achieve proficiency in employing these tools for various creative tasks and will be able to compare GenAI solutions for solving real-world problems. By the end of this course, you’ll be able to: • Demonstrate basic proficiency in configuring and utilizing various generative AI tools. • Highlight features, capabilities, and use cases of different generative AI technologies, analyzing their effectiveness in specific contexts, using criteria such as ease of use, output quality, and versatility. • Synthesize best practices for integrating generative AI into workflows.

Навыки, которые вы освоите

Generative AIAI WorkflowsLarge Language ModelingAI literacyModel EvaluationModel DeploymentLLM ApplicationPrompt EngineeringAI IntegrationsAI powered creativity

Программа курса

4 модулей · 50 учебных материалов

01Getting Started with GenAI Tools12 материалов

Orientation: Syllabus, Instructors, and GenAI Landscape

Course introductionВидеоMeet your instructors: Nasimeh AsgarianВидеоMeet your instructors: Soroush RazaviВидеоHigh-Level Overview of Popular Generative AI ToolsВидеоIndustrial Revolution and the Risk of Using GenAI

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Soroush Razavi

Преподаватель курса

Hands-On with GenAI Tools and Technologies
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Обучение на Coursera

≈ 7.2 ч

4 модулей

Язык: Английский

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

Часть программы вашего университета
Видео

The GenAI Landscape: Why It Matters and Privacy Basics

Evolution of TechnologiesВидеоWhy Is GenAI Such a Big Deal?ВидеоUnderstanding Privacy ConsiderationsВидео

First Steps: ChatGPT, Prompts, and Practice

ChatGPT TutorialВидеоIntro to Prompt Engineering ВидеоModule 1 RecapВидео

Graded Assessment

Module 1 QuizЗадание
02Hands-On Guidance for Using GenAI Text-Based Tools12 материалов

Understanding LLMs: Definition, Architecture, and Scale

Defining LLMsВидеоLLMs ArchitectureВидеоUnderstanding the Scale of AI ModelsВидеоEvaluating LLM SpecsВидео

Working With Text & Generation

Using ToolsВидеоUsing AI for Search (Perplexity)ВидеоUploading DocumentsВидео

Advanced Prompt Engineering in the Real World

Advanced Prompt EngineeringВидеоReal-World Applications of Prompt EngineeringВидеоPutting It Into PracticeВидеоModule 2 RecapВидео

Graded Assessment

Module 2 QuizЗадание
03Hands-on for GenAI Image-based tools13 материалов

Introduction to AI Image Generation

Defining Image GenerationВидеоDALLE 2 ArchitectureВидеоImage Generation OverviewВидеоCompare Image Generation ProductsВидео

Working With Image Generation

Prompt Engineering for Image GenerationВидеоAdvanced Techniques in Image GenerationВидеоMulti-Modal Models and Video GenerationВидеоApplications of Multimodal ModelsВидео

AI images in the wild

AI Products for Visual MediaВидеоTips for Detecting AI-Generated MediaВидеоCase Study: MarketingВидеоModule 3 RecapВидео

Graded Assessments

Module 3 QuizЗадание
04Best Practices for GenAI13 материалов

Blueprint for Understanding AI projects

Lifecycle of a GenAI projectВидеоThe Data That Goes Into GenAIВидеоThe Training ProcessВидеоSetting Up AI in the WorldВидео

Other Ways of Running GenAI

What Do You Need to Run an AI Model?ВидеоAPI Use for Generative AIВидеоRunning AI Models YourselfВидео

Making Informed Choices With GenAI

Identify Best Practices for Integrating GenAI into ProjectsВидеоFeatures, Ease of Use, and LimitationsВидеоMitigating Risks of GenAIВидеоModule 4 RecapВидео

Graded Asessment

Module 4 QuizЗадание

Course Wrap-up

Course RecapВидео