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AI for Knowledge Workers · LearnSpace
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AI for Knowledge Workers

Курс от University of California, Davis
Начальный≈ 11.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

If you’re new to AI or a beginner looking to increase your use of AI in knowledge work, this class is for you! It is designed for anyone interested in how AI works and the many ways it is transforming the way we work and create. From business professionals to creatives to leaders, this course will give you the tools to understand and harness the power of Generative AI for both creative and analytical work. We’ll discuss how Machine Learning and Deep Learning are essential to AI and we’ll review how neural networks are trained. You’ll learn how to select the right AI tools, and review real-world examples of using AI for creative tasks like generating social media posts and presentations, as well as critical thinking tasks like creating a lesson plan or analyzing data. You’ll explore different ways to apply AI in everyday work. From brainstorming and troubleshooting code to creating blog posts and project timelines, this course will give you hands-on experience with popular AI tools including ChatGPT and Claud. We’ll also dive into important challenges like AI bias, transparency, and data privacy. Finally we’ll discuss the future of AI in the workplace. By the end of this course, you’ll not only be proficient in using AI tools, but you’ll also be better equipped to navigate the rapidly changing world of work as AI continues to evolve.

Навыки, которые вы освоите

Generative AIPrompt EngineeringResponsible AIDeep LearningAI literacyArtificial IntelligenceMachine LearningEmerging TechnologiesAnthropic ClaudeData EthicsAI powered creativityArtificial Intelligence and Machine Learning (AI/ML)LLM ApplicationOpenAI

Программа курса

4 модулей · 68 учебных материалов

01Introduction to AI14 материалов

Getting Started

Course IntroductionВидеоCourse Navigation and Safety StatementЧтение

Introduction to AI

Module 1 IntroductionВидеоDefining Key Terms: AIВидео

Учитесь у экспертов

Sadie St. Lawrence

Founder/CEO Human Machine Collaboration Institute & Founder of Women in Data

AI for Knowledge Workers
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 11.1 ч

4 модулей

Язык: Английский

Субтитры: Хорватский, Арабский, Французский, Узбекский, Греческий, Итальянский, Бразильский португальский, Корейский, Немецкий, Индонезийский, Испанский, Японский, Казахский, Венгерский

Часть программы вашего университета
Defining Key Terms: Machine LearningВидео
Defining Key Terms: Deep LearningВидео
Defining Key Terms: GenAIВидео
How Neural Networks Are TrainedВидео
What Are AI Tools?Видео

Practice

Practice: Choosing the Right AI ToolDIALOGUEModule 1 Practice QuizЗаданиеModule 1 ActivityОбсуждениеModule 1 ResourcesЧтение

Review

Module 1 QuizЗадание
02Introduction to Prompting with GenAI18 материалов

Intro to Prompt Engineering with GenAI

Module 2 IntroductionВидеоHow to Select a ToolВидеоGetting Started With AI ToolsВидеоAreas GenAI Can Be Used (Creative vs. Critical Thinking)ВидеоTypes of PromptingВидеоTypes of Prompting: Chain of Thought (CoT)ВидеоTypes of Prompting: Few-Shot LearningВидеоTypes of Prompting: Role PromptingВидеоTypes of Prompting: Task-Specific InstructionsВидеоPrompting Styles and Best PracticesВидеоPractice: Choosing the Right Prompting TechniqueDIALOGUECritical Thinking Prompt Demo: Create a Lesson PlanВидеоCreative Thinking Prompt Demo: Create a PresentationВидеоModule 2 ResourcesЧтениеTools ListЧтение

Practice

Exploring AI with ChatGPT and Claude.aiЗаданиеExploring AI with ChatGPT and Claude.ai (Optional)Обсуждение

Review

Module 2 QuizЗадание
03Creative and Critical Thinking with GenAI19 материалов

Critical Thinking with AI

Module 3 IntroductionВидеоSocial Media Strategy/Idea GenerationВидеоSocial Media PostВидеоBlog Post CopyВидеоImage GenerationВидеоBasic Data AnalysisВидеоEmail OutreachВидеоPractice: Matching GenAI Tools to Professional TasksDIALOGUETroubleshoot CodeВидеоConflict ResolutionВидеоMemoВидеоBrainstormВидеоDocument SummarizationВидеоData Analysis: VisualizationВидеоResearchВидеоDevelop a Project TimelineВидеоIncorporating AIОбсуждение

Practice

Prompt ExamplesЗаданиеPrompt Examples (Optional)Обсуждение
04Safety Considerations and Expanding Your Learning17 материалов

Ethical Considerations

Module 4 IntroductionВидеоAI Limitations and ChallengesВидеоEthical Considerations ResourcesЧтениеAlgorithmic Bias and FairnessВидеоHallucinationsВидеоLack of Transparency and ExplainabilityВидеоData Privacy ConcernsВидеоPractice: Analyze AI Risks in ContextDIALOGUEBalancing the Use of AIОбсуждение

Expanding Your Learning

The Future of AI in the WorkplaceВидеоEvolving With AIВидеоStaying Informed About New AI DevelopmentsВидеоFuture of Your RoleОбсуждениеExpanding Your Learning ResourcesЧтение

Review

Module 4 QuizЗадание

Course Summary

Course SummaryВидеоSelf-ReflectionОбсуждение