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

Ref. AI-3022
Duration:
1
 day
Exam:
Not certifying
Level:
Intermediate

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

Do you have complex and varied data from multiple sources but struggle to extract actionable insights? The AI-3022 training, titled “Implement Knowledge Exploration with Azure AI Search,” is designed to help you master this advanced technology. With this course, you’ll learn to use Azure AI Search to transform your structured and unstructured data into actionable information.

By taking this course, you’ll gain access to proven techniques for creating robust solutions that meet current business needs. Develop your expertise in Azure AI Search and learn to handle indexing, ranking, and data retrieval tools. Give your applications a competitive edge by leveraging the full potential of this platform’s advanced features.

Participant profiles

  • AI engineers
  • Software developers
  • Cloud solution architects
  • Students in computer science or AI
  • Data management professionals
  • Technical leads in digital transformation

Objectives

  • Create search solutions with Azure AI Search
  • Develop custom skills to enrich data
  • Design and manage knowledge bases
  • Implement advanced search features
  • Use Azure Data Factory to integrate external data
  • Optimize the management and performance of search solutions
  • Apply semantic ranking to improve results
  • Leverage vector search for enhanced performance

Prerequisites

  • Familiarity with Microsoft Azure
  • Experience developing with C# or Python
  • Understanding basic concepts of artificial intelligence

Course content

Module 1: Create a Solution with Azure AI Search

  • Manage capacity
  • Understand search components
  • Understand the indexing process
  • Search within an index
  • Apply filtering and sorting
  • Improve the index

Module 2: Create Custom Skills for Azure AI Search

  • Define the custom skill schema
  • Add a custom skill
  • Use a custom text classification skill
  • Use a custom Machine Learning skill

Module 3: Create a Knowledge Base with Azure AI Search

  • Define projections
  • Define a knowledge base

Module 4: Implement Advanced Search Features in Azure AI Search

  • Improve document ranking with term optimization
  • Enhance search result relevance by adding scoring profiles
  • Improve an index with analyzers and token conditions
  • Include multiple languages in an index
  • Enhance the search experience by sorting results by proximity to a reference point

Module 5: Search Data Outside Azure Platform Using Azure Data Factory

  • Index data from external data sources with Azure Data Factory
  • Index all data using Azure AI Search Push API

Module 6: Manage an Azure AI Search Solution

  • Manage the security of an Azure AI Search solution
  • Optimize the performance of an Azure AI Search solution
  • Manage the costs of an Azure AI Search solution
  • Improve the reliability of an Azure AI Search solution
  • Monitor an Azure AI Search solution
  • Debug search issues using the Azure portal

Module 7: Perform Search Re-ranking with Semantic Ranking in Azure AI Search

  • What is semantic ranking?
  • Configure semantic ranking

Module 8: Perform Vector Search and Retrieval in Azure AI Search

  • What is vector search?
  • Prepare your search
  • Understand embedding

Documentation

  • Access to Microsoft Learn, Microsoft’s online learning platform, offering interactive resources and educational content to deepen your knowledge and develop your technical skills.

Lab / Exercises

  • This course provides you with exclusive access to the official Microsoft lab, enabling you to practice your skills in a professional environment.

Complementary courses

Additional information

Master the Creation of Search Solutions with Azure AI Search

The AI-3022 training course, titled “Implement Knowledge Exploration with Azure AI Search,” offers a comprehensive approach to efficiently leveraging your data. With Azure AI Search, you will learn to create powerful solutions tailored to modern business needs using advanced search, ranking, and indexing tools. This course is designed to provide hands-on skills for professionals looking to integrate artificial intelligence into their data management solutions.

Whether you are a developer, engineer, or architect, this training enables you to understand and apply key features of Azure AI Search. You will learn how to structure knowledge bases, enrich your data through custom skills, and optimize your performance to meet increasingly complex professional demands.

Why Choose This Azure AI Search Training?

With the explosion of structured and unstructured data, having the right tools to extract actionable insights is crucial. This training stands out for its practical approach, allowing you to design scalable and robust solutions. From index management to integrating external data, each module covers a key aspect of creating and optimizing search solutions.

You will develop valuable skills, including the ability to enhance search result relevance through semantic ranking algorithms and leverage vector search for complex queries. These advanced techniques will transform your data into a strategic asset for your organization.

A Structured and Practical Program

The training is organized into progressive modules that cover various and complementary topics. You will begin by understanding the basics of Azure AI Search, learning to manage capacities, index data, and apply filters. The following modules will deepen your knowledge with the creation of custom skills and the integration of enrichment pipelines to analyze your data independently.

Advanced features of Azure AI Search, such as semantic ranking or using Azure Data Factory, are also covered. Finally, you will learn to optimize your solutions in terms of costs, performance, and reliability, which is crucial in demanding professional environments.

Training Designed for a Wide Audience

This training is suitable for professionals from various sectors. Developers, AI engineers, cloud solution architects, and even computer science students can benefit from this program. The skills gained will be immediately applicable in real-world projects, whether it involves transforming raw data or improving the user experience of an application.

Prerequisites, such as a solid understanding of Microsoft Azure and basic programming knowledge in Python or C#, ensure that participants can make the most of this training. With its practical exercises and real-world use cases, this course offers a genuine opportunity to upskill.

Frequently Asked Questions (FAQ)

What is Azure AI Search?

Azure AI Search is a cloud-based search service that enables the extraction of relevant information from complex, structured, or unstructured data.

What are the benefits of this training?

You will learn how to design and optimize search solutions, enrich your data, and integrate advanced features.

What technical level is required to follow this course?

A basic understanding of Microsoft Azure and experience in development with Python or C# are necessary.

Can the skills learned be applied immediately?

Yes, the course includes practical exercises to help you implement your learnings in real-world contexts.

How long does the training last?

The training consists of multiple modules with a total duration of several hours, including hands-on exercises for a comprehensive learning experience.

Prix de l'inscription
CHF 850.-
Inclus dans ce cours
  • Training provided by a certified trainer
  • 180 days of access to Official Microsoft Labs
  • Official documentation in digital format
  • Official Microsoft achievement badge
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Contact

ITTA
Route des jeunes 35
1227 Carouge, Suisse

Opening hours

Monday to Friday
8:30 AM to 6:00 PM
Tel. 058 307 73 00

Contact-us

ITTA
Route des jeunes 35
1227 Carouge, Suisse

Make a request

Contact

ITTA
Route des jeunes 35
1227 Carouge, Suisse

Opening hours

Monday to Friday, from 8:30 am to 06:00 pm.

Contact us

Your request