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Catalog / All levels / Microsoft Certified: Azure AI Engineer Associate (AI-102) with Practice Exam
Mammoth Club All levels 16 sections 107 lectures

Microsoft Certified: Azure AI Engineer Associate (AI-102) with Practice Exam

MC
Created by Team Mammoth
01
Skill level
All levels
02
Sections
16
03
Lectures
107
04
Instructor
Team Mammoth
What's inside

This course includes.

✓
16
Sections
✓
107
Lectures
✓
105
Resources
✓
1
Quizzes
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
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Course content

Curriculum & lectures.

16 sections · 107 lectures
+ Prerequisites 1 lecture
Prerequisites Locked
+ 01 Fundamentals of AI engineering in Microsoft Azure (Theory) 5 lectures
01 Fundamentals Of AI Engineering In Microsoft Azure Locked
02 Considerations For AI Engineers Locked
03 How To Build Responsible AI Locked
04 Capabilities Of Azure Machine Learning Locked
05 Unique Azure AI Services Locked
+ 02 Provision and manage Azure AI Services (Theory and Projects) 9 lectures
01 Project Preview - Provision Azure AI Services Resource Locked
02 Prepare Azure AI Services For Applications Locked
03 Endpoints And Keys In Azure AI Locked
04 How Applications Use Azure Through APIs Locked
05 Sign Up For Azure Locked
06 Provision An Azure AI Services Resource Locked
07 Use A Rest Interface With Azure AI Services Locked
08 Use Python SDK With Azure AI Services Locked
Source files Locked
+ (Prerequisite) What is HTTP 4 lectures
01 What is HTTP Locked
02 HTTP Request Types Locked
03 Elements of HTTP Requests And Responses Locked
Source Code Locked
+ 03 Manage Azure AI Services Security 7 lectures
01 Project Preview - Manage Azure Ai Services Security Locked
02 How To Secure Azure AI Services Locked
03 Manage Azure AI Authentication Keys Locked
04 Build Key Vault And Secret In Azure Portal Locked
05 Build Azure Service Principal With CLI Locked
06 Regenerate Azure Keys With CLI Locked
Source files Locked
+ 04 Monitor Azure AI Services 5 lectures
01 Monitor Azure AI Services Locked
02 Configure An Alert In Azure Portal Locked
03 Trigger Azure Alert With Command Line Locked
04 Visualize Azure Metrics And Trigger With Command Line Locked
Source files Locked
+ 05 Deploy Azure AI services in containers 2 lectures
01 Introduction To Azure Containers Locked
02 Deploy And Run A Text Analytics Container Locked
+ 06 Content Moderation with Azure AI 3 lectures
01 Content Moderation With Azure Locked
02 Build And Subscribe To A Content Moderator Resource Locked
03 Test Text Moderation With API Testing Console Locked
+ 07 Build Computer Vision with Azure AI Vision 14 lectures
01 What Is Azure AI Vision Locked
02 Project Preview - Analyze Images With Azure AI Vision Locked
03 Generate Image Caption With Azure And Python Locked
04 Analyze Images With Azure AI Vision Locked
05 Object Detection With Azure And Python Locked
06 Generate Thumbnail And Moderation With Azure And Python Locked
07 Project Preview - Classify Images With Azure Ai Custom Vision Locked
08 What Is Azure AI Custom Vision Locked
09 Classify Images With Azure Ai Custom Vision Portal Locked
10 Test Model With Azure AI Custom Vision Portal Locked
11 Upload Images With Azure AI Custom Vision In Python Locked
12 Train Azure AI Custom Vision Classifier With Python Locked
13 Test Azure AI Custom Vision Classifier With Python Locked
Source files Locked
+ 08 Facial detection with Azure AI 5 lectures
01 Project Preview - Facial Detection With Azure AI Locked
02 Facial Analysis With Azure AI Locked
03 Detect Faces With Azure AI Vision And Python Locked
04 Facial Detection With Azure AI Face And Python Locked
Source files Locked
+ 09 Video Analysis with Azure AI 8 lectures
01 What Is Azure Video Indexer Locked
02 Upload A Video To Video Analyzer Locked
03 View Video Insights With Azure AI Video Indexer Locked
04 Use Video Analyzer Widgets In Web App Locked
05 Get API Credentials For Video Analyzer Locked
06A Install Powershell Locked
06B Use The Video Analyzer Rest API Locked
Source files Locked
+ 10 Text Analysis with Azure AI 20 lectures
01 What Is Azure AI Language Locked
02 Set Up Python Project For Azure AI Language Api Locked
03 Analyze Text With Azure AI Language Locked
04 Question Answering With Azure AI Locked
05 Build Language Resource For Question Answering Locked
06 Build Knowledge Base In Language Studio Locked
07 Test Knowledge Base In Language Studio Locked
08 Conversational Language Understanding With Azure Locked
09 Build Conversational Language Understanding Project Locked
10 Text Classification With Azure Locked
11 Build Language Resource For Classification Locked
12 Upload Sample Text For Classification Locked
13 Build Training Dataset Locked
14 Test Classifier Model In Azure Language Studio Locked
15 Build Text Data For Named Entity Recognition Locked
16 Label Data For Named Entity Recognition Locked
17 Extract Custom Entities With Azure Language Studio Locked
18 Choose Target Language With Azure And Python Locked
19 Detect Language With Azure And Python Locked
Source Files Locked
+ 11 Implement knowledge mining with Azure Cognitive Search 15 lectures
01 What Is Azure Cognitive Search Locked
02 Use Azure Search Explorer Locked
03 Custom Skills For Azure AI Search Locked
04 Knowledge Stores With Azure AI Search Locked
05 Enrich A Search Index With Language Studio Locked
06 Advanced Features In Azure Cognitive Search Locked
07 Components Of Custom Analyzers Locked
08 Build Search Indexer In Azure Search Service Locked
09 Azure Machine Learning Custom Skills For Azure Search Locked
10 Search Data With Azure Data Factory Locked
11 Maintain An Azure Cognitive Search Solution Locked
12 Optimize Performance Of Azure Search Index Locked
13 Improve Azure Search Solution Locked
14 Better Results With Semantic Search In Azure Search Locked
15 Improve Results With Vector Search In Azure Locked
+ 12 Azure AI Document Intelligence 3 lectures
01 Plan Azure AI Document Intelligence Solution Locked
02 Use Prebuilt AI Document Intelligence Models Locked
03 Build Azure AI Document Intelligence Custom Skill Locked
+ 13 Build Generative AI solutions with Azure OpenAI 5 lectures
01 Generative AI Solutions With Azure Openai Locked
02 Prompt Engineering For Azure OpenAI Locked
03 Generate Code With Azure OpenAI Locked
04 Use Your Own Data With Azure OpenAI Locked
05 Work With Models Responsibly Locked
+ Test Your Knowledge 1 lecture
Practice Exam Locked

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