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AI-3022: Implement Knowledge Mining with Azure AI Search Intermediate

AI-3022: Implement Knowledge Mining with Azure AI Search equips AI engineers and cloud developers with skills to unlock insights from unstructured data, solving the critical challenge of inaccessible business information across silos. With 80% of enterprise data unstructured, this course teaches how to build intelligent search solutions using Azure AI Search, including indexing, AI enrichment, knowledge stores, and vector search—preparing professionals to meet growing demand for AI-driven data discovery.

This course prepares learners for the Microsoft Certified: Azure AI Engineer Associate certification, covering 15–20% of the retired AI-102 exam’s knowledge mining objectives. Koenig provides official Microsoft-authorized courseware and 30-day lab access, enabling hands-on practice with real Azure environments. Master knowledge mining to drive smarter, data-powered decision-making in AI applications.

8 Hours (1 Days)
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Course Overview

The Microsoft course AI-3022: Implement Knowledge Mining with Azure AI Search is designed for AI engineers, solution architects, and developers aiming to unlock insights from structured and unstructured data using intelligent search technologies. While there is no traditional certification exam, this course prepares learners for the Microsoft Applied Skills credential in Azure AI Search through a performance-based assessment. With over 70% of Fortune 500 companies leveraging Azure AI services, demand for professionals skilled in knowledge mining is growing rapidly. The course targets individuals responsible for building, managing, or optimizing AI-driven search solutions, equipping them with the expertise to implement advanced search capabilities across enterprise data ecosystems.

Students in AI-3022: Implement Knowledge Mining with Azure AI Search engage with core Microsoft services including Azure AI Search, Azure Data Factory, Azure Language, Azure Vision, and Microsoft Foundry tools, all accessed through the Azure Portal. The hands-on labs focus on building end-to-end knowledge mining solutions—students configure AI enrichment pipelines, create custom skills for text classification, implement semantic and vector search, and build a knowledge store for downstream analytics. A key project involves integrating external data sources using Azure Data Factory to index data from outside Azure, then applying natural language processing and embeddings to enable multimodal search. These exercises are conducted in real-time within the Azure cloud environment, ensuring practical, job-ready skills.

By completing AI-3022: Implement Knowledge Mining with Azure AI Search, professionals earn a Microsoft Applied Skills credential, recognized across the industry for validating hands-on AI solution expertise. Certified individuals report an average salary increase of 15–20%, with AI engineers in knowledge mining roles earning between $110,000 and $145,000 annually. Koenig Solutions enhances this training with 1-on-1 mentoring, Guaranteed-to-Run batches, and official Microsoft courseware, ensuring personalized learning and certification success. Graduates are positioned to lead AI search initiatives, drive data-driven decision-making, and advance into senior AI engineering or architecture roles.

What You'll Learn

Configure an Azure AI Search solution to enhance data discovery capabilities using Microsoft search technology.
Implement custom skills within Azure AI Search to tailor indexing workflows to specific business requirements.
Design a knowledge store using Azure AI Search to organize and provide efficient access to processed data.
Optimize search results by deploying semantic ranking in Azure AI Search to improve relevance and accuracy.
Execute vector search and retrieval operations in Azure AI Search to process high-dimensional data for actionable insights.
Maintain and debug Azure AI Search solutions to ensure continuous and reliable performance for knowledge mining tasks.

Prerequisites

Recommended knowledge before taking this course
  • Familiarity with Microsoft Azure cloud platform is essential for mastering AI-3022: Implement Knowledge Mining with Azure AI Search by Microsoft, which enables learners to build advanced search solutions.
  • Application development experience using C# or Python is recommended to effectively implement the AI-3022 course content and leverage Azure AI Search capabilities.
  • A solid understanding of AI concepts and cognitive services is crucial for designing intelligent knowledge mining solutions with Azure AI Search in this Microsoft course.
  • Experience with data indexing and search solutions helps learners efficiently organize and retrieve information using Azure AI Search, a core focus of the AI-3022 training.
  • Knowledge of REST APIs and HTTP methods is necessary to integrate and interact with Azure AI Search services during the implementation process.
  • A basic understanding of JSON and data schema design supports effective data modeling and schema creation in Azure AI Search, essential skills covered in the Microsoft AI-3022 course.
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Certification Exam

Everything you need to know about the AI-3022 certification exam

Exam Details
Exam Name
AI-3022
Exam Cost
N/A
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
N/A
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AI-3022: Implement Knowledge Mining with Azure AI Search

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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Master AI-3022: Implement Knowledge Mining with Azure AI Search
Master core search architecture Optimize search service capacity Execute efficient indexing workflows Query indexes for insights Apply precise filtering logic Enhance index data structures Manage push and pull ingestion Boost search relevance scores
2
Day 2– Build Custom Skills for Microsoft Azure AI Search
Design custom skill schemas Integrate custom skill modules Configure input output schemas Develop text classification skills Deploy machine learning skills Compare custom versus built-in Enrich data using AI pipelines Analyze complex unstructured data
3
Day 3– Implement Knowledge Stores with Azure AI Search
Architect robust knowledge stores Define data projection models Persist extracted content securely Analyze projection storage types Capture actionable data insights Connect indexers to stores Map objects tables and graphs Enable advanced data analytics
4
Day 4– Deploy Advanced Search Features with Microsoft
Refine relevance scoring profiles Enhance indexes using analyzers Utilize advanced tokenized terms Support global multilingual search Execute geospatial distance ordering Implement hybrid search strategies Apply facet and filter logic Optimize total search performance
5
Day 5– Advanced Search Maintenance and AI-3022 Certification
Execute scalable vector searches Leverage high-dimensional embeddings Perform semantic reranking tasks Optimize semantic ranking results Integrate Data Factory pipelines Monitor production search health Debug complex search issues Manage security and reliability

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Hands-On Lab

Live Lab Sandbox

Real Environment

Practice in a real lab environment with full access to the tools and services covered in the course.

30+ Guided Labs

30+

Step-by-step lab exercises designed to reinforce each module with practical, hands-on tasks.

Lab Manual Included

Full Guide

Comprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.

Post-Training Access

30 Days

30 days of extended lab access after your training ends so you can continue practicing.

Career Outcomes

78%

of AI-3022 certified professionals report career advancement within 6 months

Salary Impact

+22%

Average salary increase reported after obtaining the AI-3022 certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Azure AI Engineer
  • Knowledge Mining Specialist
  • Azure Search Developer
  • AI Solutions Architect
  • Azure Data Engineer
  • Cloud AI Consultant

Companies Hiring

5,000+
Microsoft Accenture Deloitte Capgemini Infosys TCS JP Morgan IBM PwC

and 5,000+ organizations worldwide seeking AI-3022 certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

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  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

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    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

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    CISO, Financial Services

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  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

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  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

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  • ★★★★★

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  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

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    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

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    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the AI-3022 training course

Is the certification exam included in the AI-3022: Implement Knowledge Mining with Azure AI Search course fee?
The Microsoft AI-3022 Applied Skills credential exam is not included in the course fee. You must purchase it separately for $165 USD. Prices vary by region and may include taxes. Register via Pearson VUE or Certiport. Note that Microsoft does not offer refunds for failed or missed exam attempts.
What training formats are available for the AI-3022: Implement Knowledge Mining with Azure AI Search course?
Koenig Solutions provides AI-3022 in live online, 1-on-1, and classroom formats with Guaranteed-to-Run scheduling. This 8-hour course features weekly public batches. We also offer Flexi Video options with official e-courseware. You gain flexible access to Microsoft-approved content and integrated labs to master Azure AI Search implementation.
How long is lab access for AI-3022: Implement Knowledge Mining with Azure AI Search at Koenig Solutions?
Koenig provides 30 days of hands-on lab access for AI-3022. You use a cloud-based sandbox environment requiring zero local installation. These Microsoft Azure labs include step-by-step instructions and REST API exercises. You will gain practical experience building knowledge stores and custom skills using Azure Data Factory integration.
What is the rescheduling and cancellation policy for the AI-3022: Implement Knowledge Mining with Azure AI Search course?
Koenig allows free rescheduling of AI-3022 training up to 7 days before the start date. Rescheduling within 7 days incurs a $50 fee, while cancellations within 10 days incur a 50% charge. You may reschedule once. Refunds are subject to our full policy within one year of purchase.
What is the format and passing score for the AI-3022: Implement Knowledge Mining with Azure AI Search assessment?
The AI-3022 assessment is an unproctored, open-book renewal exam. It includes 40–60 items, such as case studies and drag-and-drop questions. You have 100 minutes to complete it. A passing score of 700 out of 1000 is required. It focuses on the latest Azure AI Search capabilities.
How long is the Microsoft AI-3022: Implement Knowledge Mining with Azure AI Search credential valid?
The AI-3022 Applied Skills credential is a permanent certification that does not expire. Unlike role-based exams, this credential requires no renewal. Professionals maintain verified expertise in implementing knowledge mining solutions with Azure AI Search indefinitely, without needing additional assessments or paying recurring certification fees.
What post-training support does Koenig provide for AI-3022: Implement Knowledge Mining with Azure AI Search?
Koenig offers 30 days of post-training support for AI-3022. This includes lab access, recorded sessions, and direct instructor email support. You receive practice test questions and a certificate of completion. Our 100% happiness guarantee includes no-cost re-enrollment options if you require additional support after your initial training.
What are the prerequisites for the AI-3022: Implement Knowledge Mining with Azure AI Search course?
Learners should have intermediate experience with Azure AI services and Azure Cognitive Search. Familiarity with REST APIs, JSON, and data indexing is essential. We recommend prior completion of AI-102 or AZ-204. Hands-on experience with data enrichment and skillsets ensures you maximize the value of this AI-3022 course.
What career benefits follow the AI-3022: Implement Knowledge Mining with Azure AI Search certification?
Earning the AI-3022 credential prepares you for roles like AI Engineer or Data Analyst. U.S. salaries for these roles range from $95,000 to $130,000 annually. This certification validates your expertise in knowledge mining, significantly enhancing your competitiveness for high-level cloud AI positions and accelerating your professional career growth.
How does instructor-led training for AI-3022: Implement Knowledge Mining with Azure AI Search improve outcomes?
Koenig’s instructor-led AI-3022 training provides structured labs and real-time feedback, leading to higher pass rates than self-study. Our experts guide you through complex topics like vector search and semantic ranking. This mentorship is critical for mastering Azure AI Search implementation compared to the limitations of isolated, self-paced learning.
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