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Catalog / All levels / Microsoft Certified - Azure AI Engineer Associate (AI-102) with 10 Practice Exams
Mammoth Club All levels 15 sections 109 lectures

Microsoft Certified - Azure AI Engineer Associate (AI-102) with 10 Practice Exams

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
·
109 lectures
01
Skill level
All levels
02
Sections
15
03
Lectures
109
04
Instructor
Team Mammoth
What's inside

This course includes.

✓
15
Sections
✓
3
Quizzes
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
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Course content

Curriculum & lectures.

15 sections · 109 lectures
+ Welcome! 1 lecture Preview
Submit a Question / Feedback Locked
+ 01 Fundamentals of AI engineering in Microsoft Azure 6 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
Full Course Source Files Locked
+ 02 Provision and manage Azure AI Services (Theory and Projects) 9 lectures
01.00 Project Preview - Provision Azure AI Services Resource Locked
01.01 Prepare Azure AI Services For Applications Locked
01.02 Endpoints And Keys In Azure AI Locked
01.03 How Applications Use Azure Through APIs Locked
02.00 Sign Up For Azure Locked
02.01 Provision An Azure AI Services Resource Locked
03.01 Use A Rest Interface With Azure AI Services Locked
03.02 Use Python SDK With Azure AI Services Locked
02 Source files Locked
+ 03 Manage Azure AI Services Security 7 lectures
01.00 Project Preview - Manage Azure AI Services Security Locked
01.01 How To Secure Azure AI Services Locked
02.01 Manage Azure AI Authentication Keys Locked
02.02 Build Key Vault And Secret In Azure Portal Locked
02.03 Build Azure Service Principal With CLI Locked
02.04 Regenerate Azure Keys With CLI Locked
03 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
04 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 15 lectures
01.00 Project Preview - Analyze Images With Azure AI Vision Locked
01.01 What Is Azure AI Vision Locked
01.02 Generate Image Caption With Azure And Python Locked
01.03 Analyze Images With Azure AI Vision Locked
01.04 Object Detection With Azure And Python Locked
01.05 Generate Thumbnail And Moderation With Azure And Python Locked
02.00 Project Preview - Classify Images With Azure AI Custom Vision Locked
02.01 What Is Azure AI Custom Vision Locked
02.02 Classify Images With Azure AI Custom Vision Portal Locked
02.03 Test Model With Azure AI Custom Vision Portal Locked
03.01 Upload Images With Azure AI Custom Vision In Python Locked
03.02 Train Azure AI Custom Vision Classifier With Python Locked
03.03 Test Azure AI Custom Vision Classifier With Python Locked
07 source files Locked
Mindmap - What Is Azure AI Vision Locked
+ 08 Facial detection with Azure AI 5 lectures
00 Project Preview - Facial Detection With Azure AI Locked
01 Facial Analysis With Azure AI Locked
02 Detect Faces With Azure AI Vision And Python Locked
03 Facial Detection With Azure AI Face And Python Locked
08 source files Locked
+ 09 Video Analysis with Azure AI 9 lectures
01.01 What Is Azure Video Indexer Locked
01.02 Upload A Video To Video Analyzer Locked
01.03 View Video Insights With Azure AI Video Indexer Locked
02.01 Use Video Analyzer Widgets In Web App Locked
03.01 Get API Credentials For Video Analyzer Locked
03.02A Install Powershell Locked
03.02B Use The Video Analyzer Rest API Locked
09 source files Locked
Quiz - Azure Video Indexer Locked
+ 10 Text Analysis with Azure AI 21 lectures
01.01 What is Azure AI Language Locked
01.02 Set Up Python Project For Azure AI Language API Locked
01.03 Analyze Text With Azure AI Language Locked
02.01 Question Answering With Azure AI Locked
02.02 Build Language Resource For Question Answering Locked
02.03 Build Knowledge Base In Language Studio Locked
02.04 Test Knowledge Base In Language Studio Locked
03.00 Conversational Language Understanding With Azure Locked
03.01 Build Conversational Language Understanding Project Locked
04.00 Text Classification With Azure Locked
04.01 Build Language Resource For Classification Locked
04.02 Upload Sample Text For Classification Locked
04.03 Build Training Dataset Locked
04.04 Test Classifier Model In Azure Language Studio Locked
05.01 Build Text Data For Named Entity Recognition Locked
05.02 Label Data For Named Entity Recognition Locked
05.03 Extract Custom Entities With Azure Language Studio Locked
06.01 Choose Target Language With Azure And Python Locked
06.02 Detect Language With Azure And Python Locked
10 Source Files Locked
Quiz - Azure AI Language Locked
+ 11 Implement knowledge mining with Azure Cognitive Search 16 lectures
01.01 What Is Azure Cognitive Search Locked
01.02 Use Azure Search Explorer Locked
02.01 Custom Skills For Azure AI Search Locked
02.02 Knowledge Stores With Azure AI Search Locked
02.03 Enrich A Search Index With Language Studio Locked
02.04 Advanced Features In Azure Cognitive Search Locked
02.05 Components Of Custom Analyzers Locked
02.06 Build Search Indexer In Azure Search Service Locked
03.01 Azure Machine Learning Custom Skills For Azure Search Locked
03.02 Search Data With Azure Data Factory Locked
03.03 Maintain An Azure Cognitive Search Solution Locked
03.04 Optimize Performance Of Azure Search Index Locked
03.05 Improve Azure Search Solution Locked
04.01 Better Results With Semantic Search In Azure Search Locked
04.02 Improve Results With Vector Search In Azure Locked
Flashcards - Azure Cognitive Search Locked
+ 12 Azure AI Document Intelligence 4 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
Quiz - Azure AI Document Intelligence Solution 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
+ Where to find your exam 1 lecture
Find Your Exams Locked
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

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.

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