Build A Natural Language Processing Solution With Azure AI Services AI3003 Course {location

Build A Natural Language Processing Solution with Azure AI Services (AI-3003) Course Outline

Module 1: Analyse Text with Azure AI Language

• Introduction
• Provision an Azure AI Language Resource
• Detect Language
• Extract Key Phrases
• Analyse Sentiment
• Extract Entities
• Extract Linked Entities
• Exercise - Analyse Text

Module 2: Create Question Answering Solutions with Azure AI Language

• 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

Module 3: Build a Conversational Language Understanding Model

• 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

Module 4: Create a Custom Text Classification Solution

• Introduction
• Understand Types of Classification Projects
• Understand how to Build Text Classification Projects
• Exercise - Classify Text

Module 5: Custom Named Entity Recognition

• Introduction
• Understand Custom Named Entity Recognition
• Label your Data
• Train and Evaluate your Model
• Exercise - Extract Custom Entities

Module 6: Translate Text with Azure AI Translator Service

• 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

Module 7: Create Speech-Enabled Apps with Azure AI Services

• 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

Module 8: Translate Speech with the Azure AI Speech Service

• Introduction
• Provision an Azure Resource for Speech Translation
• Translate Speech to Text
• Synthesize Translations
• Exercise - Translate Speech

Who Should Attend this Build A Natural Language Processing Solution with Azure AI Services (AI-3003)?

This Build a Natural Language Processing Solution with Azure AI Services (AI-3003) course is designed for individuals seeking to leverage Azure AI to build robust NLP solutions. It is ideal for professionals involved in data analysis, AI implementation, and language-based AI applications. This training will be particularly beneficial for:

• Data Scientists
• AI Engineers
• Machine Learning Specialists
• Software Developers
• IT Professionals
• Solution Architects
• Business Analysts

Prerequisites of Build A Natural Language Processing Solution with Azure AI Services (AI-3003)

Delegates should have a basic understanding of AI concepts and machine learning principles. Experience in programming, particularly with Python or similar languages, will be beneficial for hands-on exercises.

Build A Natural Language Processing Solution with Azure AI Services (AI-3003) Course Overview

Build a Natural Language Processing Solution with Azure AI Services (AI-3003) course is a specialised training program designed to equip IT professionals, developers, and data scientists with the skills to build and integrate powerful Natural Language Processing (NLP) solutions using Azure AI Services. This course emphasises the use of cutting-edge AI tools to enhance text analysis, automate language understanding, and enable advanced speech translation within organisations. Through this training, delegates will gain the skills necessary to streamline workflows, improve language-based interactions, and drive intelligent automation.

Delegates will experience hands-on training in using Azure's AI services for a variety of NLP tasks, from text analysis and sentiment detection to building conversational models and custom text classification solutions. The course provides comprehensive coverage of deploying AI-driven language models, creating custom question-answering systems, and translating both text and speech for multilingual communication. Delegates will also learn to create and manage speech-enabled applications, advancing their ability to integrate AI-driven solutions into everyday business operations.

By the end of this course, delegates will have acquired valuable expertise in Azure’s NLP capabilities, empowering them to create intelligent applications that enhance communication, data analysis, and overall business efficiency. This training will be led by a highly experienced AI expert, ensuring that delegates receive the practical knowledge and guidance needed to succeed in this rapidly evolving field.

Course Objectives

• To analyse text and detect sentiment effectively
• To create custom question-answering solutions
• To build conversational language models using Azure AI
• To classify text using advanced techniques
• To extract and recognise custom entities in data
• To translate text and speech accurately
• To create AI-driven speech-enabled applications

After attending this training, delegates will be able to confidently build and deploy natural language processing models using Azure AI Services. They will have the skills to implement text analysis, sentiment detection, and language translation across various business applications. Furthermore, delegates will be equipped to design custom question-answering systems, develop conversational AI models, and create speech-enabled applications, allowing them to automate processes, improve productivity, and drive AI innovation within their organisations.

What’s included in this Build a natural language processing solution with Azure AI Services AI3003 Course?

• World-Class Training Sessions from Experienced Instructors
• Build a natural language processing solution with Azure AI Services AI3003 Course Certificate
• Digital Delegate Pack