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Implement knowledge mining with Azure AI Search (AI-3022)

The Implement Knowledge Mining with Azure AI Search (AI-3022) course equips participants with the skills to design and implement powerful knowledge mining solutions. Learn how to utilize Azure AI Search to extract meaningful insights from unstructured data and build intelligent applications.

course: Implement knowledge mining with Azure AI Search (AI-3022)

Duration: 1 day

Format: Virtual or Classroom

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Overview

This one-day course provides a comprehensive understanding of Azure AI Search and its applications in knowledge mining. Participants will learn how to integrate cognitive skills, manage data ingestion pipelines, and design efficient search solutions. The course focuses on extracting insights from unstructured data and building intelligent search experiences, tailored for business applications. By the end, learners will be equipped to deploy Azure AI Search effectively for real-world scenarios, enhancing data discovery and decision-making processes.

This course includes
  • intructor-icon Instructor-led training
  • intructor-icon Personal Learning Path
  • intructor-icon Email, chat and phone support

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Who is this course for?

Who is the Implement knowledge mining with Azure AI Search (AI-3022) course for?

The Implement Knowledge Mining with Azure AI Search (AI-3022) course is designed for data analysts, AI developers, and IT professionals who want to enhance their skills in building intelligent search and data discovery solutions. It is ideal for those working with unstructured data who seek to leverage Azure AI Search to extract meaningful insights and create business-driven applications. This course is also suitable for professionals aiming to optimize decision-making processes through advanced AI-powered knowledge mining techniques.

Curriculum

What you will learn during our Implement knowledge mining with Azure AI Search (AI-3022) course.

  • Unlock the hidden insights in your data with Azure AI Search.
  • Manage capacity
  • Understand search components
  • Understand the indexing process
  • Search an index
  • Apply filtering and sorting
  • Enhance the index
  • Exercise Create a search solution
  • Use the power of artificial intelligence to enrich your data and find new insights with custom skills in Azure AI Search.
  • Define the custom skill schema
  • Add a custom skill
  • Custom text classification skill
  • Machine learning custom skill
  • Exercise Create a Custom Skill for Azure AI Search
  • Persist the output from an Azure AI Search enrichment pipeline for independent analysis or downstream processing.
  • Define projections
  • Define a knowledge store
  • Exercise Create a knowledge store
  • Use more advanced features of Azure AI Search to improve your existing search solutions. Learn how to change the ranking on documents, boost terms, and allow searching in multiple languages.
  • 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
  • Exercise: Implement enhancements to search results
  • Use Azure Data Factory to add data that resides inside or outside the Azure platform into your search indexes.
  • Index data from external data sources using Azure Data Factory
  • Index any data using the Azure AI Search push API
  • Exercise: Add to an index using the push API
  • Maintain the performance, cost, and reliability of your Azure AI Search solutions.
  • Manage security of an Azure AI Search solution
  • Optimize performance of an Azure AI Search solution
  • Manage costs of an Azure AI Search solution
  • Improve reliability of an Azure AI Search solution
  • Monitor an Azure AI Search solution
  • Debug search issues using the Azure portal
  • Exercise Debug search issues
  • Learn how to perform L2 ranking with semantic ranker in Azure AI Search.
  • What is semantic ranking?
  • Set up semantic ranking
  • Exercise Use semantic ranking on an index
  • Learn how to perform vector search and retrieval in Azure AI Search.
  • What is vector search?
  • Prepare your search
  • Understand embedding
  • Exercise Use the REST API to run vector search queries

Preparation

How to best be prepared for our Implement knowledge mining with Azure AI Search (AI-3022) course.

  • Orange-check Basic understanding of Azure cognitive services and AI concepts.
  • Orange-check Familiarity with data ingestion pipelines and unstructured data management.
  • Orange-check Experience working with Azure tools and services is recommended but not mandatory.
  • Orange-check Knowledge of data discovery and business intelligence principles is an advantage.

Meet our instructors

Meet some of the Readynez Instructors you can meet on your course. They are experts, passionate about what they do, and dedicated to give back to their industry, their field, and those who want to learn, explore, and advance in their careers.

Michel Aguilera

Michel Aguilera delivers high-impact, LIVE instructor-led training in Microsoft Cloud, infrastructure and cybersecurity for professionals seeking real-world skills and certification readiness. With 20+ years of global experience and deep technical expertise, he helps teams master modern IT environments - from hybrid cloud to secure digital workplaces - with clarity and practical guidance.

Meet the Instructor: Michel Aguilera

When it comes to real-world experience in cloud, cybersecurity, and infrastructure, Michel Aguilera brings the full package.

With over 20 years in IT, Michel has worn many hats: consultant, trainer, project manager, and integration expert. Whether it’s large-scale Windows migrations, Datacenter consolidations, ITSM rollouts, cloud implementations, and cybersecurity solutions, he brings clarity, structure, and deep technical expertise to the table.

Michel is not only a Microsoft and cybersecurity specialist, but also fluent in five languages, making him a sought-after instructor across borders and industries. 
His multicultural perspective and agile approach help organizations navigate everything from hybrid infrastructures to the adoption of AI tools like Microsoft Copilot and ChatGPT.

As a passionate trainer and consultant, he empowers professionals to implement resilient, secure, and scalable IT environments, keeping pace with the ever-evolving tech landscape.

With Michel, you can expect a training experience that is structured, practical, multilingual if needed, and deeply insightful.

Find your next Readynez courses with Michel here.

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Julian Sharp

Julian Sharp delivers high-quality, LIVE instructor-led training in Microsoft Dynamics 365 and Power Platform for professionals seeking real-world skills and certification readiness. With decades of industry experience and deep technical expertise, he helps learners master complex solutions efficiently.

Meet the Instructor: Julian Sharp
MCT | MVP | Solution Architect | Dynamics 365 & Power Platform Expert

With 20+ years of experience and over 16 years specializing in Dynamics CRM/365 and Power Platform, Julian has trained thousands of professionals and helped organizations solve real business challenges using Microsoft technologies.

A Microsoft Certified Trainer since 2007 and a Microsoft MVP, Julian brings a rare combination of deep technical knowledge and a practical, business-first mindset.

He’s not just an instructor - he’s a community leader, consultant, and solution architect trusted by enterprises across the globe.

  • Microsoft MVP – Business Applications

  • Specialist in Dynamics 365, Power Platform & Azure

  • Developer of Microsoft courseware
  • Speaker & mentor at Microsoft community events

Ready to build solutions with one of the best in the field?

Explore upcoming courses with Julian Sharp to get started.

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FAQ

FAQs for the Implement knowledge mining with Azure AI Search (AI-3022) course.

This course is designed to teach professionals how to use Azure AI Search to extract insights from unstructured data, enabling knowledge mining and building intelligent applications for data discovery and business decision-making.

Familiarize yourself with Azure fundamentals, including cognitive services and data processing concepts. Basic knowledge of data management and AI capabilities in Azure will help you make the most of the course.

Participants should have a basic understanding of Azure cognitive services, data ingestion pipelines, and fundamental AI concepts. Familiarity with Azure AI tools is an advantage.

The course is priced at €705, offering a full day of interactive learning and practical insights into Azure AI Search.

Topics include designing knowledge mining solutions, integrating cognitive skills, managing data ingestion pipelines, and implementing intelligent search applications using Azure AI Search.

Yes, this course enhances your skills in AI-powered data discovery, making you valuable in roles involving data analysis, AI applications, and intelligent solution design.

While the course does not offer certification, it provides hands-on knowledge essential for implementing Azure AI Search solutions effectively.

Yes, this course is available online, allowing you to participate remotely with live instruction and practical exercises.

The course is moderately challenging, focusing on hands-on exercises and real-world applications of Azure AI Search, making it accessible for professionals with basic Azure knowledge.

While the course itself does not directly impact salaries, it equips you with in-demand skills for AI and data-focused roles, often associated with salaries between €60,000 and €100,000 annually, depending on experience and location.

Reviews

Feedback from our delegates.

Johan Andersson

Johan Andersson

Easy to attend over Teams and an excellent instructor gave me great value for the time I invested.

Stephen Ridgway

Readynez is the best training provider I've used for many years. Their customer service is first class, prices are very competitive and instruction excellent.

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