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Build a natural language processing solution with Azure AI Services - Applied Skills Workshop Training Course | CourseMonster

  • CMDBID 1128
  • Course Code MAI3003
  • Duration 1 Days
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Microsoft Azure Course

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Overview

Build a natural language processing solution with Azure AI Services - Applied Skills Workshopis a practical training course for teams that need structured, instructor-led skills in Build, Azure, Services. CourseMonster has rewritten this summary to make the page clearer for learners, managers and search engines while preserving the key learning outcomes.

Natural language processing (NLP) solutions use language models to interpret the semantic meaning of written or spoken language. You can use the Language Understanding service to build language models for your applications.
. Explore more Microsoft traininghere

Useful links: Microsoft Learn training | Project Management training at CourseMonster | CourseMonster course page

CourseMonster SEO course note: Build a natural language processing solution with Azure AI Services - Applied Skills Workshop Training Course | CourseMonster has been positioned as a practical Microsoft learning pathway for teams that need searchable, role-based training outcomes rather than a generic course description. The page now highlights Build, natural, language, processing, solution, certification readiness, workplace application and visible next-step links so learners can compare this course with related CourseMonster programmes.The course is listed as 1 day(s), making it suitable for structured team scheduling.It is especially relevant for it professionals, system administrators, developers, analysts, architects and technical specialists responsible for implementing or supporting the technology covered in this course.

Related CourseMonster courses: AZ-104 Microsoft Azure Administrator | Microsoft AZ-301 Azure Solutions Architect Design | Analyzing Data with Power BI

Browse the vendor/category pathway: Microsoft training courses on CourseMonster

Audience

IT professionals, system administrators, developers, analysts, architects and technical specialists responsible for implementing or supporting the technology covered in this course.

Skills Gained

By completing the Build a natural language processing solution with Azure AI Services - Applied Skills Workshop MAI3003 course participants will gain practical knowledge, configuration skills, implementation techniques and best practice understanding relevant to real enterprise environments.

Useful links: Microsoft Learn training | Project Management training at CourseMonster | CourseMonster course page

Additional workplace outcomes: Participants can explain where Build a natural language processing solution with Azure AI Services - Applied Skills Workshop Training Course | CourseMonster fits in a wider Microsoft skills roadmap, identify related certifications or follow-on courses, and apply the concepts to real project, operations or service delivery scenarios.

Prerequisites

Before starting this Workshop, you should already have:
  • Familiarity with Azure and the Azure portal.
  • Experience programming with C# or Python. If you have no previous programming experience, we recommend you complete the Take your first steps with C# or Take your first steps with Python learning path before starting this one.

Outline

Module 1: Analyze text with Azure AI Language
The Azure AI Language service enables you to create intelligent apps and services that extract semantic information from text.
  • Introduction
  • Provision an Azure AI Language resource
  • Detect language
  • Extract key phrases
  • Analyze sentiment
  • Extract entities
  • Extract linked entities
  • Exercise - Analyze text
  • Knowledge check
  • Summary
Module 2: Build a question answering solution
The question answering capability of the Azure AI Language service makes it easy to build applications in which users ask questions using natural language and receive appropriate answers.
  • Introduction
  • Understand question answering
  • Compare question answering to Azure AI Language understanding
  • Create a knowledge base
  • Implement multi-turn conversation
  • Test and publish a knowledge base
  • Use a knowledge base
  • Improve question answering performance
  • Exercise - Create a question answering solution
  • Knowledge check
  • Summary
Module 3: Build a conversational language understanding model
The Azure AI Language conversational language understanding service (CLU) enables you to train a model that apps can use to extract meaning from natural language.
  • Introduction
  • Understand prebuilt capabilities of the Azure AI Language service
  • Understand resources for building a conversational language understanding model
  • Define intents, utterances, and entities
  • Use patterns to differentiate similar utterances
  • Use pre-built entity components
  • Train, test, publish, and review a conversational language understanding model
  • Exercise - Build an Azure AI services conversational language understanding model
  • Knowledge check
  • Summary
Module 4: Create a custom text classification solution
The Azure AI Language service enables processing of natural language to use in your own app. Learn how to build a custom text classification project.
  • Introduction
  • Understand types of classification projects
  • Understand how to build text classification projects
  • Exercise - Classify text
  • Knowledge check
  • Summary
Module 5: Create a custom named entity extraction solution
Build a custom entity recognition solution to extract entities from unstructured documents
  • Introduction
  • Understand custom named entity recognition
  • Label your data
  • Train and evaluate your model
  • Exercise - Extract custom entities
  • Knowledge check
  • Summary
Module 6: Translate text with Azure AI Translator service
The Translator service enables you to create intelligent apps and services that can translate text between languages.
  • Introduction
  • Provision an Azure AI Translator resource
  • Understand language detection, translation, and transliteration
  • Specify translation options
  • Define custom translations
  • Exercise - Translate text with the Azure AI Translator service
  • Knowledge check
  • Summary
Module 7: Create speech-enabled apps with Azure AI services
The Azure AI Speech service enables you to build speech-enabled applications. This module focuses on using the speech-to-text and text to speech APIs, which enable you to create apps that are capable of speech recognition and speech synthesis.
  • Introduction
  • Provision an Azure resource for speech
  • Use the Azure AI Speech to Text API
  • Use the text to speech API
  • Configure audio format and voices
  • Use Speech Synthesis Markup Language
  • Exercise - Create a speech-enabled app
  • Knowledge check
  • Summary
Module 8: Translate speech with the Azure AI Speech service
Translation of speech builds on speech recognition by recognizing and transcribing spoken input in a specified language, and returning translations of the transcription in one or more other languages.
  • Introduction
  • Provision an Azure resource for speech translation
  • Translate speech to text
  • Synthesize translations
  • Exercise - Translate speech
  • Knowledge check
  • Summary
. Explore more Microsoft traininghere

Useful links: Microsoft Learn training | Project Management training at CourseMonster | CourseMonster course page

Suggested learning path: After this course, compare related options via the links in the overview and the Microsoft training category.

Certification

Microsoft exam and certification details

This training helps prepare for the relevant Microsoft certification or applied skills assessment where available. Microsoft exam codes, measured skills and renewal requirements can change, so delegates should check the current exam page before booking.

Official Microsoft certification information: Microsoft Learn Certifications.

What will I learn in the Build a natural language processing solution with Azure AI Services - Applied Skills Workshop training course?

You will learn the core concepts of Build, Azure, Services, how they apply in real workplace situations, and how to use the course outcomes to improve team capability.

Is Build a natural language processing solution with Azure AI Services - Applied Skills Workshop suitable for beginners or experienced professionals?

It is suitable for learners who need structured training in Build, with prerequisites depending on the course level, vendor pathway and any certification requirements.

Does the Build a natural language processing solution with Azure AI Services - Applied Skills Workshop course help with certification or exam preparation?

The course includes exam-focused guidance where the vendor certification is applicable; check the exam section and the visible official vendor link for the latest exam code, format and syllabus.

What should I study after Build a natural language processing solution with Azure AI Services - Applied Skills Workshop Training Course | CourseMonster?

A common next step is to compare related CourseMonster courses in the Microsoft pathway. See visible links on this page, including https://www.coursemonster.com/training-courses/microsoft, to choose the most relevant follow-on course.

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If you need training for 3 or more people, you should ask us about onsite training. Putting aside the obvious location benefit, content can be customised to better meet your business objectives and more can be covered than in a public classroom. Its a cost effective option. One on one training can be delivered too, at reasonable rates.

Submit an enquiry from any page on this site and let us know you are interested in the requirements box, or simply mention it when we contact you.

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LVC = Live Virtual Class

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