AI-3003: Build a Natural Language Processing Solution with Azure AI Services

Course Overview

The AI-3003: Build a Natural Language Processing (NLP) Solution with Azure AI Services course is designed for professionals seeking to design, develop, and deploy NLP-powered applications using Microsoft Azure AI. This training provides hands-on experience in implementing language understanding, text analytics, conversational AI, and knowledge extraction solutions that enable organisations to make data-driven decisions and enhance user experiences.

Participants will explore Azure Cognitive Services, Language Service, Text Analytics, Translator, and QnA Maker to build real-world NLP solutions. The course emphasises solution architecture, data preprocessing, model evaluation, integration, and deployment, ensuring learners can create scalable, secure, and production-ready NLP applications.

By completing this course, participants will gain the expertise to implement NLP solutions in enterprise environments, leveraging Azure AI services for intelligent automation, sentiment analysis, content moderation, chatbot development, and advanced text analytics. The course also aligns with Microsoft’s AI engineering certification pathways, supporting career growth in AI and data-driven roles.

In this course, you will learn how to:

Designing solutions for processing natural language with Azure AI Language.
Creating solutions for analyzing text using preconfigured features.
Training models for custom language solutions, specifically for question answering and conversational language understanding.
Understanding, synthesizing, and translating speech.

Training Prerequisites:

Before enrolling in this course, students are expected to have:

Knowledge of Microsoft Azure and the ability to navigate the Azure portal effectively.
Proficiency in either C# or Python programming languages.
Familiarity with JSON and REST programming semantics.

Flexible Training Options to
Meet Your Needs

We know the importance of flexibility in the success of learning and professional development. This is the reason CounselTrain provides a variety of delivery options for all IT training offered in the UAE to ensure access and convenience for each learner.

Select the method that best suits your needs.

Online Instructor-Led Training

Learn from the comfort of your workplace or at home through live virtual sessions led by expert trainers.

Classroom Training

Participate in interactive, face-to-face training in our top 5-star training facilities in Dubai

Onsite Training

Learn a customized curriculum in your workplace to ensure the most impact and team participation.

Overseas Training

Participate in our international training sessions and improve your abilities with world-class instructors.

Schedule Dates

02 March 2026

AI-3003: Build a Natural Language Processing Solution with Azure AI Services

08 June 2026

AI-3003: Build a Natural Language Processing Solution with Azure AI Services

14 September 2026

AI-3003: Build a Natural Language Processing Solution with Azure AI Services

14 December 2026

AI-3003: Build a Natural Language Processing Solution with Azure AI Services

Course Content

Introduction
Provision an Azure AI Language resource
Detect language
Extract key phrases
Analyze sentiment
Extract entities
Extract linked entities
Exercise: Analyze text

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

Introduction
Understand prebuilt capabilities of 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 a conversational language understanding model

Introduction
Understand types of classification projects
Understand how to build text classification projects
Exercise: Classify text

Introduction
Understand custom named entity recognition
Label your data
Train and evaluate your model
Exercise: Extract custom entities

Introduction
Provision an Azure AI Translator resource
Understand language detection, translation, and transliteration
Specify translation options
Define custom translations
Exercise: Translate text with Azure AI Translator service

Introduction
Provision an Azure resource for speech
Use 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

Introduction
Provision an Azure resource for speech translation
Translate speech to text
Synthesize translations
Exercise: Translate speech

FAQs

This course is ideal for AI engineers, software developers, data scientists, cloud architects, and technical professionals responsible for implementing natural language processing solutions in enterprise environments.

Participants will work with Azure Cognitive Services, Language Service, Text Analytics, Translator, QnA Maker, and LUIS (Language Understanding) for developing NLP solutions.

Absolutely. The course teaches API-based integration, Azure Functions, and deployment strategies to embed NLP capabilities into web, mobile, and enterprise applications.

Basic understanding of AI or programming concepts is recommended, but the course is structured to provide practical guidance for both technical and semi-technical learners.

This course equips learners with skills in AI engineering, NLP development, chatbot design, and data-driven decision-making, enhancing career prospects in cloud AI, data analytics, and software development.

Yes. The AI-3003 course aligns with Microsoft Azure AI Engineer Associate certification and provides a strong foundation for advanced AI and NLP certification pathways.

AI-3003: Build a Natural Language Processing Solution with Azure AI Services

Course Overview

In this course, you will learn how to:

Training Prerequisites:

Flexible Training Options to Meet Your Needs

Online Instructor-Led Training

Classroom Training

Onsite Training

Overseas Training

Schedule Dates

AI-3003: Build a Natural Language Processing Solution with Azure AI Services

AI-3003: Build a Natural Language Processing Solution with Azure AI Services

AI-3003: Build a Natural Language Processing Solution with Azure AI Services

AI-3003: Build a Natural Language Processing Solution with Azure AI Services

Course Content

Module 1: Analyze text with Azure AI Language

Module 2: Build a question answering solution

Module 3: Build a conversational language understanding model

Module 4: Create a custom text classification solution

Module 5: Create a custom named entity extraction solution

Module 6: Translate text with Azure AI Translator service

Module 7: Create speech-enabled apps with Azure AI services

Module 8: Translate speech with Azure AI Speech service

FAQs

Who should enrol in the AI-3003 NLP course?

What Azure AI services are covered in this course?

Can I integrate these NLP solutions into existing applications?

Is prior experience in AI or NLP required?

What career benefits does this course offer?

Does this course support Microsoft AI certification paths?

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Flexible Training Options to
Meet Your Needs