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Analyzing Business Data with AI and NLP · LearnSpace
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Analyzing Business Data with AI and NLP

Курс от Coursera
Уровень не указан≈ 14.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Analyzing Business Data with AI and NLP is designed to help learners turn unstructured text into meaningful business insights using modern natural language processing techniques. Throughout the course, you'll build a solid understanding of how NLP works and how it supports real-world business scenarios—from categorizing large volumes of text to summarizing complex communications and translating content across languages. By completing this course, you will learn to apply NLP-powered tools for text classification, extract key information efficiently, and communicate more effectively across multilingual environments. You’ll also gain hands-on experience using AI-driven capabilities available in leading business tools and cloud platforms. What makes this course unique is its combination of conceptual foundations and practical applications across different ecosystems. You’ll see how NLP enhances everything from troubleshooting workflows to email management and translation services. The course benefits from the expertise of Microsoft and Whizlabs, providing you with exposure to a variety of tools and approaches without attributing specific content to any partner. Whether you're new to NLP or looking to sharpen your applied AI skills, this course equips you with practical techniques for analyzing business data and improving decision-making.

Навыки, которые вы освоите

User FeedbackMicrosoft OutlookAI literacyWritingMicrosoft CopilotAmazon Web ServicesText MiningBusiness CorrespondenceLanguage Interpretation, Translation, and StudiesDecision Support SystemsAWS SageMakerNatural Language ProcessingEmail AutomationUnstructured DataBusiness CommunicationWorkflow ManagementApplied Machine LearningMicrosoft 365Business WritingCloud Solutions

Программа курса

5 модулей · 71 учебных материалов

01Personalize Your Learning Path1 материалов

Lesson

Personalize Your Learning PathЗадание
02Natural language processing for troubleshooting19 материалов

Introduction to NLP for troubleshooting

Course IntroductionЧтениеOverview of natural language processing (NLP) techniquesВидео

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Professionals from the Industry

Преподаватель курса

Analyzing Business Data with AI and NLP
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 14.2 ч

5 модулей

Язык: Английский

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

Часть программы вашего университета
Detailed explanation: principles and applications of NLPЧтение
Knowledge check: NLP techniquesЗадание

Sentiment analysis

Overview: sentiment analysisЧтениеUse case demonstration: Sentiment analysisВидеоExplanation of sentiment analysisЧтениеPractice activity: Implementing sentiment analysisЧтениеReflection: Implementing sentiment analysisЗаданиеWalkthrough: Implementing sentiment analysis (Optional)ВидеоKnowledge check: Sentiment analysisЗадание

Integrating NLP components

Integrating NLP componentsЧтениеBest practices for integrating NLP componentsВидеоPractice activity: Integrating NLP componentsЧтениеReflection: Integrating NLP componentsЗаданиеWalkthrough: Integrating NLP components (Optional)Чтение

Module summary: Natural language processing for troubleshooting

Module summary: NLP for troubleshootingВидеоPractice activity: Implementing NLP for troubleshootingЧтениеReflection: Implementing NLP for troubleshootingЗадание
03Advanced email management with Copilot in Outlook26 материалов

Introduction to effective communication and collaboration with Copilot

Introduction to efficient collaboration and communication with Copilot in Outlook and TeamsВидеоSetting up Microsoft 365ЧтениеMicrosoft 365 Copilot troubleshooting guideЧтениеActivity: Activate Copilot in OutlookЗаданиеCommunity discussion: Copilot collaboration in Outlook and TeamsDIALOGUE

Effective email communication with Copilot

Orientating Copilot in online applicationsВидеоCopilot ChatЧтениеExploring Copilot right-hand interfaceВидеоActivity: Exploring email-embedded CopilotЧтениеWalkthrough: Email-embedded Copilot explainedЧтениеKnowledge check: Effective email communication with CopilotЗадание

Email management and organization with Copilot

Create email templates with CopilotВидеоCopilot coaching on template responsesЧтениеComposing audience-specific emails with CopilotВидеоExtracting insights and summaries in emails with CopilotВидеоActivity: Create an automated application responseЗаданиеWalkthrough: Automating an application response step-by-stepВидео

Advanced email productivity with Copilot

Creating rules in CopilotВидеоOrganizing meetings with CopilotЧтениеSummarizing email threadsВидеоActivity: Creating appropriate rulesЗаданиеWalkthrough: Identifying appropriate inbox rulesВидеоKnowledge check: Advanced email productivity with CopilotЗадание

Module wrap-up: Advanced email management with Copilot in Outlook

Module summary: Advanced email management with Copilot in OutlookDIALOGUEAdditional resources: Advanced email management with Copilot in OutlookЧтение
04AWS Managed AI/ML Services23 материалов

AWS Managed AI/ML Services

Overview of AWS Managed AI/ML ServicesЧтениеAmazon ComprehendВидеоAmazon Comprehend - DemoВидеоAmazon TranslateВидеоAmazon Translate - DemoВидеоAmazon TranscribeВидеоAmazon Transcribe - DemoВидеоAmazon LexВидеоAmazon Lex - DemoВидеоAmazon KendraВидеоAmazon Augmented AI (A2I)ВидеоAmazon TextractВидеоAWS Managed AI/ML Services - Knowledge CheckЗадание

Amazon SageMaker and Amazon Q

Introduction to Amazon SageMakerВидеоAmazon Sagemaker - DemoВидеоAmazon Sagemaker Data Wrangler - Deep DiveВидеоAmazon Sagemaker Feature Store - Deep DiveВидеоAmazon Sagemaker Model Monitor - Deep DiveВидеоAmazon SageMaker Model MonitorЧтение
05Skill Assessment 2 материалов

Lesson

Learner Expectations for Skill AssessmentЧтениеThe Smart Organizer Insight MissionЛабораторная
Knowledge check: Email management and organization with CopilotЗадание
Amazon Sagemaker JumpstartВидео
Amazon SageMaker JumpStartЧтение
What is Amazon Q Business?Видео
Amazon SageMaker and Amazon Q - Knowledge CheckЗадание