AI-3003: Build a natural language processing solution with Azure AI Services

Learn new skills and discover the power of Microsoft Azure with step-by-step guidance.

Customize NLP Models

Develop custom text classification and named entity recognition solutions tailored to specific business needs.

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  • Instructor-led

  • Official Courseware

  • Flexible Schedule

  • Guaranteed To Run

The AI-3003 course is designed to equip professionals with the skills to develop and deploy natural language processing (NLP) solutions using Azure AI Language services. Participants will learn to build applications that can understand, interpret, and generate human language, leveraging Azure's comprehensive suite of AI tools.

Whether you’re aiming to build smarter customer service tools, automate document review, or add voice-based interfaces to your apps, AI-3003 provides the foundation and tools to bring those ideas to life using Microsoft’s industry-leading cloud AI platform.

Course Overview
  • Course : Build a natural language processing solution with Azure AI Services

  • Level : Intermediate

  • Type : Instructor led Live online or Classroom

  • Length : 1 day

  • Labs : Included

  • Practice Test : Included

Who should take this course
  • AI engineers and developers working on AI solutions

  • Data scientists and ML engineers

  • Professionals looking to integrate NLP into applications.

  • IT professionals

  • Anyone preparing for the Microsoft Certified Azure AI Engineer Associate certification

Prerequisites
  • Basic understanding of software development principles.

  • Experience with programming languages like Python or C#

What you'll learn
  • Analyze text using Azure AI Language services

  • Detect language, key phrases, and sentiment in text

  • Perform text summarization using AI

  • Build custom named entity recognition (NER) models

  • Use Azure AI Speech for speech-to-text and text-to-speech

  • Define and manage intents, utterances, and entities

  • Build and deploy Question Answering solutions

  • Construct and maintain knowledge bases

  • Create multi-turn conversation flows for chatbots

  • Customize NLP models for text classification

Training Mode

Instructor-led Virtual online live Training.

  • Weekend Classes

  • Evening Classes

  • Weekdays Classes

Course Outline


Module 1: Analyze text with Azure AI Language

  • Provision an Azure AI Language resource

  • Detect language

  • Extract key phrases

  • Analyze sentiment

  • Extract entities

  • Extract linked entities

Module 2: Build a question answering solution

  • 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

Module 3: Build a conversational language understanding model

  • 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

Module 4: Create a custom text classification solution

  • Understand types of classification projects

  • Understand how to build text classification projects

Module 5: Create a custom named entity extraction solution

  • Understand custom named entity recognition

  • Label your data

  • Train and evaluate your model

Module 6: Translate text with Azure AI Translator service

  • Provision an Azure AI Translator resource

  • Understand language detection, translation, and transliteration

  • Specify translation options

  • Define custom translations

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

  • 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

Module 8: Translate speech with the Azure AI Speech service

  • Provision an Azure resource for speech translation

  • Translate speech to text

  • Synthesize translations

Best Value offer

  • Official Courseware

  • Instructor-led live online / Classroom

  • Flexible Schedule

  • Course Completion Certification

US$ 750

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Our upcoming class schedule is currently being finalized.

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We’re Here to Assist You

4 days

Advanced

5 days

Intermediate

4 days

Advanced

What are the prerequisites for the training?

Some courses may require basic knowledge of IT infrastructure. Check the specific course details for prerequisites.

Can I start even if I am new to Cloud computing?

Yes, our expert instructor will help you from scratch, the course is designed in a way that you will get understanding of Cloud.

Can I get support after course?

Sure, we would happy to assist you. Please direct your queries to info@infoventure.com

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