AI-3022: Implement knowledge mining with Azure AI Search Training

AI-3022 is about building search solutions on Azure AI Search that go beyond basic keyword matching. You'll work with custom skills, data enrichment, and machine learning to improve what search returns and how it ranks results.

📘 Azure 👥 138 Enrolled ⏱️ 1 Day 💼 Foundation Level ⭐ 5 | 23 Reviews

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Course Overview

This course trains you to build and manage search solutions using Azure AI Search. You'll create custom search applications, enrich data with Azure AI Language and machine learning models, and configure advanced search features. It covers the full cycle, from ingesting data to improving search relevance. By the end, you'll know how to set up a search system on Azure that handles real workloads and gives users results worth clicking on.

Mode of Training

🏫 Classroom 💻 Live Online 🧪 Blended 👨‍👩‍👧‍👦 Private Group

Upcoming Schedules

Start Date	Time	Duration	Mode	Price
Apr 10, 2026	9:00 am - 5:00 pm	1 Day	online	$599	GTR
Apr 24, 2026	9:00 am - 5:00 pm	1 Day	online	$599	GTR
May 08, 2026	9:00 am - 5:00 pm	1 Day	online	$599	GTR
May 22, 2026	9:00 am - 5:00 pm	1 Day	online	$599	GTR
Jun 05, 2026	9:00 am - 5:00 pm	1 Day	online	$599	GTR
Jun 26, 2026	9:00 am - 5:00 pm	1 Day	online	$599	GTR

+ View more schedules

What you will learn

Build and deploy a comprehensive Azure AI Search solution.
Develop and integrate custom skills to enhance Azure AI Search.
Create and manage a knowledge store for enriched search experiences.
Use Azure AI Language to enrich search indexes with custom classes.
Implement advanced search features, including term boosting and multi-language support.
Leverage Azure Machine Learning models to enhance AI search capabilities.
Integrate external data sources using Azure Data Factory and the push API.
Perform semantic ranking and vector search for improved search accuracy.

Who Should Attend This Course?

AI Engineer
Azure Developer

Prerequisites

Familiarity with Microsoft Azure
Application development experience with C# or Python

📞 Talk to a Learning Advisor

📘 AI-3022: Implement knowledge mining with Azure AI Search Outline

Create an Azure AI Search solution
Develop a search application
Lab: Create a search solution

Implement a custom skill for Azure AI Search
Integrate a custom skill into an Azure AI Search skillset
Lab: Implement a custom skill

Create a knowledge store from an Azure AI Search pipeline
View data in projections in a knowledge store
Lab: Create a knowledge store

Use Azure AI Language to enrich Azure AI Search indexes.
Enrich an AI Search index with custom classes.
Lab: Enrich a search index in Azure AI Search with custom classes

Improve the ranking of a document with term boosting
Improve the relevance of results by adding scoring profiles
Improve an index with analyzers and tokenized terms
Enhance an index to include multiple languages
Improve search experience by ordering results by distance from a given reference point
Lab: Implement enhancements to search results

Understand how to use a custom Azure Machine Learning skillset.
Use Azure Machine Learning to enrich Azure AI Search indexes.
Lab: Enrich a search index using Azure Machine Learning model

Use Azure Data Factory to copy data into an Azure AI Search Index
Use the Azure AI Search push API to add to an index from any external data source
Lab: Add to an index using the push API

Use Language Studio to enrich Azure AI Search indexes
Enrich an AI Search index with custom classes
Lab: Debug search issues

Describe semantic ranking
Set up semantic ranking
Perform semantic ranking on an index
Lab: Use semantic ranking on an index

Describe vector search
Describe embeddings
Run vector search queries using the REST API
Lab: Use the REST API to run vector search queries

Still have questions?

Reach out to our learning advisors for personalized guidance on choosing the right course, group training, or enterprise packages.

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What You Get with Microtek Learning

Instructor-Led Excellence

✓ Certified Instructor-led Training
✓ Top Industry Trainers
✓ Official Student Handbooks

Measurable Learning Outcomes

✓ Pre- & Post-Training Assessments
✓ Practice Tests
✓ Exam-Oriented Curriculum

Real-World Skill Building

✓ Hands-on Activities & Scenarios
✓ Interactive Online Courses
✓ Peer Collaboration (Not in self-paced)

Full Support & Perks

✓ Exam Scheduling Support ^*
✓ Learn & Earn Program ^*
✓ Support from Certified Experts
✓ Gov. & Private Pricing ^*

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For over 10 years, Microtek Learning has helped organizations, leaders, students and professionals to reach their maximum potential. We have led the path by addressing their challenges and advancing their performances.