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Intro to Natural Language Processing in Microsoft Azure · LearnSpace
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Intro to Natural Language Processing in Microsoft Azure

Курс от Microsoft
Начальный≈ 7.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Natural language processing supports applications that can see, hear, speak with, and understand users. Using text analytics, translation, and language understanding services, Microsoft Azure makes it easy to build applications that support natural language. In this course, you will learn how to use the Text Analytics service for advanced natural language processing of raw text for sentiment analysis, key phrase extraction, named entity recognition, and language detection. You will learn how to recognize and synthesize speech by using Azure Cognitive Services. You will gain an understanding of how automated translation capabilities in an AI solution enable closer collaboration by removing language barriers. You will be introduced to the Language Understanding service, and shown how to create applications that understand language. This course will help you prepare for Exam AI-900: Microsoft Azure AI Fundamentals. This is the fourth course in a five-course program that prepares you to take the AI-900 certification exam. This course teaches you the core concepts and skills that are assessed in the AI fundamentals exam domains. This beginner course is suitable for IT personnel who are just beginning to work with Microsoft Azure and want to learn about Microsoft Azure offerings and get hands-on experience with the product. Microsoft Azure AI Fundamentals can be used to prepare for other Azure role-based certifications like Microsoft Azure Data Scientist Associate or Microsoft Azure AI Engineer Associate, but it is not a prerequisite for any of them. This course is intended for candidates with both technical and non-technical backgrounds. Data science and software engineering experience is not required; however, some general programming knowledge or experience would be beneficial. To be successful in this course, you need to have basic computer literacy and proficiency in the English language. You should be familiar with basic computing concepts and terminology, general technology concepts, including machine learning and artificial intelligence concepts.

Навыки, которые вы освоите

Natural Language ProcessingMicrosoft AzureText MiningAI WorkflowsAnalyticsAI literacyArtificial IntelligenceApplication DevelopmentArtificial Intelligence and Machine Learning (AI/ML)

Программа курса

3 модулей · 38 учебных материалов

01Text and Speech Processing with Azure AI Services17 материалов

Welcome to the Course

Introduction to Explore Natural Language ProcessingВидеоCourse syllabusЧтениеHow to be successful in this courseЧтение

Analyze Text with the Text Analytics service

What is Text Analytics?Видео

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Microsoft

Преподаватель курса

Intro to Natural Language Processing in Microsoft Azure
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Обучение на Coursera

≈ 7.4 ч

3 модулей

Язык: Английский

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

Часть программы вашего университета
Get started with Text Analytics on AzureВидео
Exercise - Analyze text with the Text Analytics ServiceЧтение
Exercise quizЗадание
Knowledge check Задание
Entity recognitionЧтение

Recognize and synthesize speech

Recognize and synthesize speechВидеоGet Started with Speech on AzureВидеоExercise - Use the Speech service ЧтениеExercise quiz​ЗаданиеKnowledge checkЗаданиеTest prepЗаданиеWeekly summaryВидеоAdditional resources Чтение
02Work with Language in Azure AI13 материалов

Translate text and speech

What is literal and semantic translation?ВидеоGet Started with Translation in AzureВидеоExercise - Translate text and speechЧтениеExercise quizЗаданиеKnowledge checkЗадание

Create a Language Model with Language Understanding

What is Language Understanding?ВидеоGetting Started with Language UnderstandingВидеоExercise - Create a Language Understanding ApplicationЧтениеExercise quizЗаданиеKnowledge checkЗаданиеTest prepЗаданиеWeekly summaryВидеоAdditional ResourcesЧтение
03Explore conversational AI8 материалов

Build a Bot with QnA Maker and Azure Bot Service

What is Conversational AI?ВидеоGet Started with QnA Maker and Azure Bot ServiceВидеоExercise - Create a BotЧтениеExercise quizЗаданиеKnowledge check ЗаданиеTest prepЗаданиеWeekly summaryВидео

Course Wrap-up

What to expect nextЧтение