Microsoft Certified - Azure AI Engineer Associate
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Created by John Bura
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Skill level
All levels
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Sections
13
03
Lectures
94
04
Instructor
John Bura
What's inside
This course includes.
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13
Sections
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94
Lectures
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94
Resources
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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.
+ 01 5 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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+ 02 8 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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+ 03 6 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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+ 04 4 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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+ 05 2 lectures
01 Introduction To Azure Containers
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02 Deploy And Run A Text Analytics Container
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+ 06 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 13 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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+ 08 4 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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+ 09 7 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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+ 10 19 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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+ 11 15 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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+ 12 3 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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+ 13 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_1
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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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Instructors
Taught by people who ship.
John Bura
Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.
Ready to start building?
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