Microsoft Certified - Azure AI Engineer Associate v 1.1
Build AI solutions on Azure and earn your AI Engineer Associate certification. Take on the Microsoft Azure AI Engineer Associate (AI-102) exam with comprehensive video training.
Created by Team Mammoth
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109 lectures
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Skill level
All levels
02
Sections
15
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Lectures
109
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Instructor
Team Mammoth
What's inside
This course includes.
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15
Sections
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3
Quizzes
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ Welcome! 1 lecture Preview
Submit a Question / Feedback
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+ 01 Fundamentals of AI engineering in Microsoft Azure 6 lectures
01 Fundamentals Of AI Engineering In Microsoft Azure
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02 Considerations For AI Engineers
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03 How To Build Responsible AI
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04 Capabilities Of Azure Machine Learning
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05 Unique Azure AI Services
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Full Course Source Files
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+ 02 Provision and manage Azure AI Services (Theory and Projects) 9 lectures
01.00 Project Preview - Provision Azure AI Services Resource
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01.01 Prepare Azure AI Services For Applications
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01.02 Endpoints And Keys In Azure AI
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01.03 How Applications Use Azure Through APIs
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02.00 Sign Up For Azure
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02.01 Provision An Azure AI Services Resource
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03.01 Use A Rest Interface With Azure AI Services
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03.02 Use Python SDK With Azure AI Services
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02 Source files
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+ 03 Manage Azure AI Services Security 7 lectures
01.00 Project Preview - Manage Azure AI Services Security
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01.01 How To Secure Azure AI Services
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02.01 Manage Azure AI Authentication Keys
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02.02 Build Key Vault And Secret In Azure Portal
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02.03 Build Azure Service Principal With CLI
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02.04 Regenerate Azure Keys With CLI
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03 Source files
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+ 04 Monitor Azure AI Services 5 lectures
01 Monitor Azure AI Services
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02 Configure An Alert In Azure Portal
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03 Trigger Azure Alert With Command Line
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04 Visualize Azure Metrics And Trigger With Command Line
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04 Source Files
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+ 05 Deploy Azure AI services in containers 2 lectures
01 Introduction To Azure Containers
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02 Deploy And Run A Text Analytics Container
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+ 06 Content Moderation with Azure AI 3 lectures
01 Content Moderation With Azure
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02 Build And Subscribe To A Content Moderator Resource
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03 Test Text Moderation With API Testing Console
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+ 07 Build Computer Vision with Azure AI Vision 15 lectures
01.00 Project Preview - Analyze Images With Azure AI Vision
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01.01 What Is Azure AI Vision
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01.02 Generate Image Caption With Azure And Python
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01.03 Analyze Images With Azure AI Vision
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01.04 Object Detection With Azure And Python
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01.05 Generate Thumbnail And Moderation With Azure And Python
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02.00 Project Preview - Classify Images With Azure AI Custom Vision
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02.01 What Is Azure AI Custom Vision
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02.02 Classify Images With Azure AI Custom Vision Portal
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02.03 Test Model With Azure AI Custom Vision Portal
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03.01 Upload Images With Azure AI Custom Vision In Python
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03.02 Train Azure AI Custom Vision Classifier With Python
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03.03 Test Azure AI Custom Vision Classifier With Python
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07 source files
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Mindmap - What Is Azure AI Vision
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+ 08 Facial detection with Azure AI 5 lectures
00 Project Preview - Facial Detection With Azure AI
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01 Facial Analysis With Azure AI
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02 Detect Faces With Azure AI Vision And Python
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03 Facial Detection With Azure AI Face And Python
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08 source files
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+ 09 Video Analysis with Azure AI 9 lectures
01.01 What Is Azure Video Indexer
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01.02 Upload A Video To Video Analyzer
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01.03 View Video Insights With Azure AI Video Indexer
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02.01 Use Video Analyzer Widgets In Web App
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03.01 Get API Credentials For Video Analyzer
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03.02A Install Powershell
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03.02B Use The Video Analyzer Rest API
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09 source files
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Quiz - Azure Video Indexer
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+ 10 Text Analysis with Azure AI 21 lectures
01.01 What is Azure AI Language
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01.02 Set Up Python Project For Azure AI Language API
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01.03 Analyze Text With Azure AI Language
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02.01 Question Answering With Azure AI
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02.02 Build Language Resource For Question Answering
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02.03 Build Knowledge Base In Language Studio
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02.04 Test Knowledge Base In Language Studio
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03.00 Conversational Language Understanding With Azure
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03.01 Build Conversational Language Understanding Project
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04.00 Text Classification With Azure
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04.01 Build Language Resource For Classification
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04.02 Upload Sample Text For Classification
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04.03 Build Training Dataset
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04.04 Test Classifier Model In Azure Language Studio
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05.01 Build Text Data For Named Entity Recognition
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05.02 Label Data For Named Entity Recognition
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05.03 Extract Custom Entities With Azure Language Studio
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06.01 Choose Target Language With Azure And Python
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06.02 Detect Language With Azure And Python
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10 Source Files
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Quiz - Azure AI Language
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+ 11 Implement knowledge mining with Azure Cognitive Search 16 lectures
01.01 What Is Azure Cognitive Search
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01.02 Use Azure Search Explorer
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02.01 Custom Skills For Azure AI Search
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02.02 Knowledge Stores With Azure AI Search
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02.03 Enrich A Search Index With Language Studio
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02.04 Advanced Features In Azure Cognitive Search
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02.05 Components Of Custom Analyzers
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02.06 Build Search Indexer In Azure Search Service
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03.01 Azure Machine Learning Custom Skills For Azure Search
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03.02 Search Data With Azure Data Factory
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03.03 Maintain An Azure Cognitive Search Solution
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03.04 Optimize Performance Of Azure Search Index
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03.05 Improve Azure Search Solution
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04.01 Better Results With Semantic Search In Azure Search
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04.02 Improve Results With Vector Search In Azure
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Flashcards - Azure Cognitive Search
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+ 12 Azure AI Document Intelligence 4 lectures
01 Plan Azure AI Document Intelligence Solution
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02 Use Prebuilt Ai Document Intelligence Models
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03 Build Azure Ai Document Intelligence Custom Skill
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Quiz - Azure AI Document Intelligence Solution
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+ 13 Build Generative AI solutions with Azure OpenAI 5 lectures
01 Generative AI Solutions With Azure OpenAI
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02 Prompt Engineering For Azure OpenAI
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03 Generate Code With Azure OpenAI
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04 Use Your Own Data With Azure OpenAI
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05 Work With Models Responsibly
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+ Where to find your exam 1 lecture
Find Your Exams
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Description
About this course.
It's your time to advance your professional journey. This course bundle prepares you for the AI-102 exam by diving into key concepts and hands-on labs for working with AI solutions on Microsoft Azure.
• AI Fundamentals: Learn the basics of Azure AI and machine learning services.
• Provisioning & Managing Azure AI Services: Master provisioning, securing, and managing Azure AI services, including API integration.
• Content Moderation & Computer Vision: Explore AI solutions for content moderation, image analysis, object detection, and facial detection with Azure.
• Text & Video Analysis: Build text classification models, and analyze text and videos using Azure AI.
• Generative AI with Azure OpenAI: Learn how to build generative AI applications and work responsibly with AI models.
By the end of this course, you'll be fully prepared to take the AI-102 exam and earn your certification, opening doors to roles like Azure AI Engineer with competitive salaries.
Get 10 practice exams with unlimited attempts and access to all source files. Enroll now and start mastering Azure AI today!
Instructors
Taught by people who ship.
Team Mammoth
Instructor
Produced by a team of Mammoth Club industry experts. Over 14 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.
Ready to start building?
Build AI solutions on Azure and earn your AI Engineer Associate certification. Take on the Microsoft Azure AI Engineer Associate (AI-102) exam with comprehensive video training.