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Microsoft Azure AI Engineer Associate: Designing and Implementing AI Solutions · LearnSpace
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courseraIT и технологии

Microsoft Azure AI Engineer Associate: Designing and Implementing AI Solutions

Курс от Whizlabs
Средний≈ 19.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The AI-102: Designing and Implementing a Microsoft Azure AI Solution certification exam tests the candidate’s experience and knowledge of the AI solutions that make the most of Azure Cognitive Services and Azure services. In addition, the exam also tests the candidate's ability to implement this knowledge by participating in all phases of AI solutions development—from defining requirements, and design to development, deployment, integration, maintenance, performance tuning, and monitoring. Take this Designing and Implementing a Microsoft Azure AI Solution: AI-102 exam and become a part of the futuristic world of Artificial Intelligence and grow your career by attaining Azure AI-102 certification. Azure AI engineers have experience developing solutions that use languages such as Python or C# and should be able to use REST-based APIs and software development kits (SDKs) to build secure image processing, video processing, natural language processing (NLP), knowledge mining, and conversational AI solutions on Azure. They should be familiar with all methods of implementing AI solutions. Plus, they understand the components that make up the Azure AI portfolio and the available data storage options. Azure AI engineers also need to understand and be able to apply responsible AI principles. This course contains 5+ hours of training videos. Learners could find a total of 90+ lectures in the training course with comprehensive coverage of all topics regarding the exam AI-102: Designing and Implementing a Microsoft Azure AI Solution. These lectures are divided into 5 Modules and each module is further split into lessons. The entire course includes Assessments to validate knowledge checks of learners. Also, a set of Graded Questions is available at the end of every module. Module 1: Azure AI Solutions: Planning and Management Module 2: Image & Video Processing Solutions Module 3: Natural Language Processing (NLP) Solutions Module 4: Knowledge Mining Solutions Module 5: Conversational AI Solutions Enroll in Exam Prep AI-102: Microsoft Azure AI Engineer Associate Course and advance your Azure AI Solution Workload skills with Microsoft Azure. This training course helps you develop your skills and knowledge in AI-102. You can start with fundamental certifications such as the AI-900 exam. Once you gain command over all phases of AI solutions development, you are ready to start preparing for the AI-102 exam. This AI-102 course is mainly for those who need opportunities in various job roles such as Cloud Developers, Cloud Engineers, Solutions Architects, and Cloud Architects. By the end of this course, you will be able to pass the AI-102 exam on the first attempt and master Designing and Implementing a Microsoft Azure AI Solution.

Навыки, которые вы освоите

Natural Language ProcessingModel EvaluationComputer VisionMicrosoft AzureResponsible AIImage AnalysisGenerative AIAI SecurityModel DeploymentArtificial IntelligenceOpenAIAI IntegrationsKey ManagementData EthicsLarge Language ModelingLLM ApplicationPython ProgrammingOpenAI APICloud Solutions

Программа курса

5 модулей · 145 учебных материалов

01Azure AI solutions: Planning and Management37 материалов

Azure AI Engineer Associate - Course Introduction

Welcome to the CourseЧтениеCourse OutlineЧтениеAzure AI Solutions: Planning and Management - Course OverviewЧтениеIntroduction to Azure AI ServicesВидео

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Whizlabs Instructor

Преподаватель курса

Microsoft Azure AI Engineer Associate: Designing and Implementing AI Solutions
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 19.5 ч

5 модулей

Язык: Английский

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

Часть программы вашего университета
Introduction to Azure Machine Learning ServicesВидео
Python InstallationВидео
Azure AI Foundry - OverviewВидео
Azure AI Foundry - DemoВидео
Microsoft Copilot: Your AI companion [Overview]Видео
Microsoft 365 Copilot - OverviewВидео
Azure AI Engineer Associate - Knowledge CheckЗадание
Meet and GreetОбсуждение

Azure AI Services: Appropriate Selection with Monitoring and Security

Azure AI Services - OverviewВидеоWhat are Azure AI Solutions - Part 1ВидеоWhat are Azure AI Solutions - Part 2ВидеоKnowledge Mining SolutionВидеоResponsible AI principlesВидеоAzure Virtual NetworksВидеоDemo: Protect account keys by using Azure Key Vault - Part 1ВидеоDemo: Protect account keys by using Azure Key Vault - Part 2ВидеоManage account keys & AuthenticationВидеоManage account keys & Authentication - DemoВидеоManage private communications- Part 1ВидеоManage private communications - Part 2ВидеоAzure AI services : Appropriate Selection and Security - Knowledge CheckЗадание

Azure AI services: Creating, Planning, and Deployment with Management & Monitoring

Create an Azure AI resourceВидеоCreate an Azure AI resource - DemoВидеоConfigure diagnostic loggingВидеоConfigure diagnostic logging - DemoВидеоManage costs for Azure AI servicesВидеоManage costs for Azure AI services - DemoВидеоMonitor an Azure AI resourceВидеоMonitor an Azure AI resource - DemoВидеоCI/CD IntegrationВидеоWorking with ContainersВидеоAzure AI services: Creating, Planning, and Deployment with Management & Monitoring - Knowledge CheckЗаданиеAzure AI solutions: Planning and Management - AssessmentЗадание
02Computer Vision Models26 материалов

Azure AI Vision with OCR and AI

Computer Vision Models OverviewЧтениеComputer VisionВидеоAzure AI Vision - OverviewВидеоAzure AI Custom Vision - OverviewВидеоAzure AI Custom Vision - DemoВидеоAzure AI Vision Spatial AnalysisВидеоSpatial Analysis - OverviewВидеоSpatial Analysis - DemoВидеоImage Classification & Object DetectionВидеоObject Detection and Image Tagging in Azure AI VisionВидеоOCR for images - Azure AI VisionВидеоOCR - Text ExtractionВидеоAzure AI Video IndexerВидеоAzure Video Indexer - DemoВидеоAzure AI Vision with OCR and AI - Knowledge CheckЗадание

Image Classification & Object Detection

Image Calssification & Object DetectionВидеоImage Calssification & Object Detection - DemoВидеоCreating a Custom ModelВидеоTraining a Custom ModelВидеоCreating and Training a Custom Model - DemoВидеоModel EvaluationВидео
03Natural Language Processing (NLP) Solutions46 материалов

Azure AI Language with Speech and Text Translation

Natural Language Processing (NLP) Solutions OverviewЧтениеAzure AI Language - Part 1ВидеоAzure AI Language - Part 2ВидеоAzure AI Language - DemoВидеоAnalyze Text : Key PhrasesВидеоAnalyze Text : EntitiesВидеоAnalyze Text : SentimentВидеоAnalyze Text : Language DetectionВидеоAzure AI Speech Service: OverviewВидеоAzure AI Speech Service: Demo - Part 1ВидеоAzure AI Speech Service: Demo - Part 2ВидеоAzure AI Speech Service [speech-to-speech & speech-to-text]ВидеоProcess Speech: Text-to-SpeechВидеоProcess Speech: Speech-to-TextВидеоProcess Speech: Keyword & Intent RecognitionВидеоTranslate to multiple languages simultaneouslyВидеоWhat is the Personally Identifying Information (PII) detectionВидеоAnalyze text & Process Speech - Knowledge CheckЗадание

Translate Language & Language Understanding Model

Azure Translator ServiceВидеоAzure AI Translator - Overview [Speech and Custom]ВидеоTranslate Speech-to-speech using Azure ServicesВидеоAzure Speech-to-Text TranslationВидеоCustom Translation ModelsВидеоLanguage Understanding Model : Create Intents and Add UtterancesВидео

Creating Custom Question Answering Solutions

Creating a Question Answering Project and a SourceВидеоTrain and test a knowledge base ВидеоExporting Publishing a knowledge baseВидеоCreating Web Chat BotВидеоCreate a multi-turn conversationВидеоAdding chit-chat to a Knowledge BaseВидео
04Knowledge Mining with Document Intelligence Solutions13 материалов

Cognitive Search & AI Enrichment Skills

Knowledge Mining with Document Intelligence Solutions OverviewЧтениеAzure AI Search - OverviewВидеоAzure AI Document Intelligence OverviewВидеоAzure AI Search - Custom skill interfaceВидеоDemo: Azure AI Search Skillset Concepts ВидеоAzure AI Document Intelligence with Pre Built Models - DemoВидеоAzure AI Document Intelligence - Custom ModelВидеоDemo: Build an Azure AI Document Intelligence custom skill for Azure AI Search - Part 1ВидеоDemo: Build an Azure AI Document Intelligence custom skill for Azure AI Search - Part 2ВидеоQuery an index, including syntax, sorting, filtering, and wildcards - DemoВидеоDefine projections in a knowledge store - DemoВидеоAzure AI Search with Document Intelligence - Knowledge CheckЗаданиеKnowledge Mining with Document Intelligence Solutions - Assessment QuestionsЗадание
05Generative AI with Content Moderation Solutions23 материалов
Generative AI with Content Moderation Solutions OverviewЧтениеGenerative AI Solutions - OverviewВидеоAzure OpenAI - Overview and Service Models Part 1ВидеоAzure OpenAI - Overview and Service Models Part 2ВидеоAzure OpenAI Service - Natural Language Solutions ВидеоAzure OpenAI - Prompt engineering techniquesВидеоAzure OpenAI Service REST APIВидеоDecision Support Solutions - OverviewВидеоAzure AI Content Safety - OverviewВидеоAzure AI Content Safety - DemoВидеоGenerate and improve code with Azure OpenAI Service - Part 1ВидеоGenerate and improve code with Azure OpenAI Service - Part 2ВидеоGenerate images with Azure OpenAI ServiceВидеоAzure OpenAI Service powers the Microsoft Copilot ecosystemВидеоUse large multimodal models in Azure OpenAIВидеоConfigure parameters to control generative behaviorВидеоCourse ConclusionЧтениеKey TakeawaysВидеоFine-tune an Azure OpenAI modelВидеоSubmit prompts to generate codeВидеоGenerative AI & Azure OpenAI with Content Safety ServicesЗаданиеGenerative AI with Content Moderation Solutions - AssessmentЗаданиеOverall AssessmentЗадание
Model Evaluation & Testing - DemoВидео
Model ExportingВидео
Model Exporting - DemoВидео
Image Classification & Object Detection - Knowledge CheckЗадание
Computer Vision Solutions - AssessmentЗадание
Language Understanding Model : Create EntitiesВидео
Language Understanding Model : Train, Evaluate, Deploy, and TestВидео
Language Understanding Model : Optimize a Language Understanding modelВидео
Language Understanding Model : Integrate multiple language service modelВидео
Language Understanding Model- Import and Export language understandВидео
Demo - Conversational Language Model: Creating Language Service Resource & Conversation UnderstandВидео
Demo - Conversational Language Model : Training & Deployment with Performance AnalysisВидео
Demo - Conversational Language Model : Creating a Schema Definition and Training a Conversational Language ModelВидео
Demo - Conversational Language Model : Testing a Conversational Language ModelВидео
Translate Language & Language Understanding Model - Knowledge CheckЗадание
Demo - Conversational Language Understanding Project using Azure Language StudioВидео
Demo - Deploying and Testing Azure LUIS Conversational Language Understanding ProjectВидео
Demo - Creating a Knowledge Base : QnAMaker Tool Step-by-Step GuideВидео
Demo - Knowledge Base Creation and Deployment with QnAMakerВидео
Creating Q&A Solutions - Knowledge CheckЗадание
Natural Language Processing (NLP) Solutions - AssessmentЗадание