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Introduction to Artificial Intelligence (AI) · LearnSpace
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Introduction to Artificial Intelligence (AI)

Курс от IBM
Начальный≈ 13.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Artificial Intelligence (AI) is all around us, seamlessly integrated into our daily lives and work. Enroll in this course to understand key AI terminologies and applications, launch your AI career, or transform your existing one. This course covers core AI concepts, including deep learning, machine learning, and neural networks. You’ll examine generative AI models, including large language models (LLMs) and their capabilities. Further, you’ll analyze the applications of AI across domains, such as natural language processing (NLP), computer vision, and robotics, uncovering how these advancements drive innovation and use cases. The course will help you discover how AI, especially generative AI, is reshaping business and work environments. You’ll also explore emerging career opportunities in this rapidly evolving field and gain insights into ethical considerations and AI governance that shape responsible innovation. The course includes hands-on labs and a project, providing a hands-on opportunity to explore AI’s use cases and applications. You will also hear from expert practitioners about the capabilities, applications, and ethical considerations surrounding AI. This course is suitable for everyone, including professionals, enthusiasts, and students interested in learning the fundamentals of AI.

Навыки, которые вы освоите

Natural Language ProcessingGenerative AIAI literacyMachine Learning MethodsGenerative Model ArchitecturesAgentic systemsLLM ApplicationRetrieval-Augmented GenerationAI powered creativityResponsible AIAI WorkflowsAgentic WorkflowsPrompt Engineering ToolsAI EnablementRiskingGenerative AI Agents

Программа курса

4 модулей · 81 учебных материалов

01Introduction and Applications of AI24 материалов

Introduction to AI

Course IntroductionВидеоCourse OverviewЧтениеHelpful Tips for Course CompletionЧтениеIntroducing AIВидео

Учитесь у экспертов

Rav Ahuja

CCO & Global Program Director

Introduction to Artificial Intelligence (AI)
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 13.9 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Ория, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Artificial Intelligence vs. Augmented IntelligenceВидео
Introducing Generative AI and Its Use CasesВидео
Foundations of AI and Generative AIЗадание
Different types of AIЧтение
The Evolution of AI: Traditional AI vs. Generative AIВидео
Artificial Intelligence - Are We There Yet?Видео
Consolidating Your AI Foundations - Lesson 1 ReviewDIALOGUE
Practice Quiz: Introduction to AIЗадание

Impact and Applications of AI

AI in Daily LifeВидеоAI Chatbots and Smart AssistantsВидеоWhat Is a Chatbot? ВидеоLab: AI Assistant-User ConversationsВнешний инструментApplications of AI in Different IndustriesВидеоGenerative AI Tools and ApplicationsВидеоTen Everyday AI and Machine Learning Use CasesВидеоLab: Generative AI Tools in ActionPLUGINPractice Quiz: Impact and Applications of AIЗаданиеAI for Real-World ProblemsDIALOGUE

Module 1 - Module Summary and Graded Quiz

Module SummaryЧтениеGraded Quiz: Introduction and Applications of AIЗадание
02AI Concepts, Terminology, and Application Domains20 материалов

Fundamental Concepts of AI

Cognitive ComputingВидеоTerminologies and Related Concepts of AIВидеоMachine LearningВидеоMachine Learning: Techniques and TrainingВидеоDeep LearningВидеоNeural NetworksВидеоMachine Learning Vs. Deep LearningВидеоGenerative AI ModelsВидеоLarge Language ModelsВидеоActivity: AI Integration in Everyday LifePLUGINMachine Learning vs. Deep Learning vs. Foundation ModelsВидеоPractice Quiz: Fundamental Concepts of AIЗадание

Domains of AI

Natural Language Processing, Speech, and Computer VisionВидеоWhat Is NLP (Natural Language Processing)?ВидеоSelf-Driving CarsВидеоAI and Cloud Computing, Edge Computing, and IoTВидеоPractice Quiz: Domains of AI Задание(Optional) The Future of AI-Driven Autonomous SystemsОбсуждение

Module 2 - Summary and Graded Quiz

Module SummaryЧтениеGraded Quiz: AI Concepts, Terminology, and Application DomainsЗадание
03Business and Career Transformation Through AI22 материалов

AI Domains for Industries

AI AgentsВидеоWhat Are AI Agents?ВидеоRobotics and AutomationВидеоAI Domains for Industries Задание

AI for Businesses

Transforming Businesses Through AIВидеоThe Rise of Generative AI for BusinessВидеоLab: Generative AI for Business Transformation PLUGINBecome a Value Creator with Generative AIВидеоIntroduction to RAGЧтениеWhat Is Retrieval-Augmented Generation (RAG)?ВидеоAdopting AI in Your BusinessВидеоFrameworks for AI AdoptionВидеоAI Adoption Frameworks: Amazon, OpenAI, and FacebookЧтениеPractice Quiz: AI for BusinessesЗадание

AI for Your Work and Career

Transforming Your Work Through AI ToolsВидеоCareer Opportunities with AIВидеоLab: Using Generative AI for Your WorkВнешний инструментHumans vs. AI: Who should make the decision?ВидеоPractice Quiz: AI for Your Work and CareerЗадание(Optional) Supply and Demand for Generative AI-Literate EmployeesОбсуждение

Module 3 - Summary and Graded Quiz

Module SummaryЧтениеGraded Quiz: Business and Career Transformation Through AIЗадание
04Issues, Concerns, and Ethical Considerations15 материалов

AI Concerns and Ethical Considerations

Ethical Considerations and Responsible Use of AIВидеоConsiderations Around Generative AIВидеоWhy Large Language Models HallucinateВидеоPerspective of Key Players Around AI Ethics ВидеоThe Importance of AI GovernanceВидеоActivity: Responsible Use of AI at WorkPLUGINHow to Implement AI EthicsВидеоPractice Quiz: AI Concerns and Ethical ConsiderationsЗаданиеLesson SummaryЧтение

Final Project

Final Project: Transforming Organizational Functions with Generative AIВнешний инструмент

Graded Assignment and Wrap-Up

Course Graded Quiz: Introduction to Artificial Intelligence (AI)ЗаданиеCourse Wrap-UpВидеоCongratulations and Next StepsЧтениеGlossary: Introduction to Artificial Intelligence (AI)ЧтениеThanks from the Course TeamЧтение