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Azure Practical - Cognitive Services · LearnSpace
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courseraIT и технологии

Azure Practical - Cognitive Services

Курс от EDUCBA
Начальный≈ 13.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Learn how to design, build, and implement intelligent applications using Microsoft Azure Cognitive Services. This hands-on course introduces the core AI services available in Azure and guides you through creating applications that process images, speech, language, documents, videos, and real-time data using cloud-based cognitive APIs. Designed for learners interested in Azure AI development, the course begins with Azure Cognitive Services fundamentals and free-tier account setup before progressing to Computer Vision, Face API, Custom Vision, Form Recognizer, Ink Recognizer, Video Indexer, Speech Services, language understanding, sentiment analysis, translation, entity recognition, QnA Maker, Content Moderator, anomaly detection, Personalizer, and Web Search APIs. Through practical demonstrations and hands-on exercises, you will learn to configure services, invoke REST APIs, train models, analyze responses, and integrate Azure AI capabilities into intelligent applications. What makes this course unique is its comprehensive coverage of Azure Cognitive Services within a structured, application-focused learning path that combines conceptual understanding with practical implementation across multiple AI domains. By the end of the course, you will be able to develop AI-enhanced applications that analyze visual content, process speech and language, extract information from documents, detect anomalies, personalize user experiences, and integrate intelligent search capabilities using Microsoft Azure Cognitive Services.

Навыки, которые вы освоите

Computer VisionAI PersonalizationMicrosoft AzureNatural Language ProcessingAnomaly DetectionApplication Programming Interface (API)Cloud APIAnalysisArtificial IntelligenceWeb ServicesImage AnalysisModel Training

Программа курса

6 модулей · 77 учебных материалов

01Getting Started with Azure Cognitive Services12 материалов

Introduction and Setup

Introduction to Azure CognitiveВидеоAzure Free Tier Account CreationВидеоIntroduction and SetupЗадание

Computer Vision

Vision API and Computer Vision OverviewВидео

Учитесь у экспертов

EDUCBA

Преподаватель курса

Azure Practical - Cognitive Services
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 13.3 ч

6 модулей

Язык: Английский

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

Часть программы вашего университета
Computer Vision Hands onВидео
Computer Vision Hands on ContinuedВидео
Face APIВидео
Face API HindsonВидео
Computer VisionЗадание
Building Your First Vision AI on AzureDIALOGUE
Graded - Getting Started with Azure Cognitive ServicesЗадание
Evaluating Azure Vision and Face APIs for an Initial PrototypeDIALOGUE
02Custom Vision and Form Recognition8 материалов

Custom Vision Implementation

Custom VisionВидеоCustom Vision HandsonВидеоCustom Vision ImplementationЗадание

Form Recognition and Video Indexing

Form and Ink Recognizer OverviewВидеоVideo Indexer HindsonВидеоForm Recognizer Hands onВидеоForm Recognition and Video IndexingЗаданиеGraded - Custom Vision and Form RecognitionЗадание
03Speech Services in Azure12 материалов

Speech to Text and Text to Speech

Cognitive Speech ApiВидеоSpeech to Text ServiceВидеоSpeech to Text Service HindsonВидеоText to Speech ServiceВидеоText to Speech Service HindsonВидеоSpeech to Text and Text to SpeechЗадание

Speech Translation and Speech Recognize

Speech Translation Service OverviewВидеоSpeech Translation Service HindsonВидеоSpeech Recognize OverviewВидеоSpeech Recognize REST Api UsageВидеоSpeech Translation and Speech RecognizeЗаданиеGraded - Speech Services in AzureЗадание
04Language Understanding and Entity Recognition14 материалов

Sentiment, Translation, and Understanding

Language ServiceВидеоSentiment Analysis and HindsonВидеоLanguage Translator Service and HindsonВидеоUnderstanding ServiceВидеоUnderstanding Service Hindson Part 1ВидеоUnderstanding Service Hindson Part 2ВидеоUnderstanding Service Hindson Part 3ВидеоUnderstand Services in ActionВидеоSentiment, Translation, and UnderstandingЗадание

Entity Recognition and Knowledge Extraction

Entity RecognitionВидеоEntity Recognition HindsonВидеоEntity Recognition in ActionВидеоEntity Recognition and Knowledge ExtractionЗаданиеGraded - Language Understanding and Entity RecognitionЗадание
05Knowledge Mining and Decision Services12 материалов

QnA Maker in Practice

QnA Maker OverviewВидеоQnA Maker HindsonВидеоQnA Maker in ActionВидеоQnA Maker in PracticeЗадание

Decision and Moderation Services

Cognitive Decision ServiceВидеоContent Moderator OverviewВидеоImage Moderator ApplicationВидеоImage Moderator Application ContinuedВидеоText ModerationВидеоModeration Application in ActionВидеоDecision and Moderation ServicesЗаданиеGraded - Knowledge Mining and Decision ServicesЗадание
06Anomaly Detection, Personalizer, and Web Search19 материалов

Anomaly Detection Services

Anomaly Detection OverviewВидеоAnomaly Detection Hindson Dependencies ImportВидеоAnomaly Azure ConnectionВидеоGraph PlottingВидеоAnomaly Detection FunctionВидеоAnomaly Application in ActionВидеоAnomaly Detection ServicesЗадание

Personalizer and Web Search

Decision Personalizer OverviewВидеоDecision Personalizer Application DependencyВидеоDecision Personalizer ApplicationВидеоPersonalizer Service in ActionВидеоCognitive Web Search OverviewВидеоCognitive Web Search SubpartsВидео
Cognitive Web search Application CreationВидео
Cognitive Web search Application Creation ContinuedВидео
Cognitive Web search Application in ActionВидео
Personalizer and Web SearchЗадание
Graded - Anomaly Detection, Personalizer, and Web SearchЗадание
Implementing Vision and Face APIs for a Smart Image Analysis SolutionDIALOGUE