Menu
Zamknij menu
Zaloguj się
  • Training description
  • Scope

Training description

AI-3003 – Build a natural language processing solution with Azure AI Services is intended for software developers wanting to build AI infused applications that leverage Azure AI Services and Azure AI Language. The course will use C# or Python as the programming language. The scenario in this experience represents real-world challenges faced by software developers, AI engineers, and citizen developers.

After completing this course, students will be able to:

  • Design a solution that processes natural language with Azure AI Language.
  • Create a solution that analyzes text using preconfigured features.
  • Train a model for a custom language solution for question answering and conversational language understanding.
  • Understand, synthesize, and translate speech

Audience profile

Microsoft Azure AI engineers build, manage, and deploy AI solutions that make the most of Azure AI Services and Azure services. Their responsibilities include participating in all phases of AI solutions development—from requirements definition and design to development, deployment, integration, maintenance, performance tuning, and monitoring.

These professionals work with solution architects to translate their vision and with data scientists, data engineers, IoT specialists, infrastructure administrators, and other software developers to build complete end-to-end AI solutions.

Azure AI engineers have experience developing solutions that use languages such as Python or C# and should be able to use REST-based APIs and software development kits (SDKs).

Before attending this course, students must have:

  • Knowledge of Microsoft Azure and ability to navigate the Azure portal
  • Knowledge of either C# or Python
  • Familiarity with JSON and REST programming semantics

 

To gain C# or Python skills, complete the free Take your first steps with C# or Take your first steps with Python learning path before attending the course.

If you are new to artificial intelligence, and want an overview of AI capabilities on Azure, consider completing the Azure AI Fundamentals course before taking this one.

Scope

Analyze text with Azure AI Language

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

Create question answering solutions with Azure AI Language

  • 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

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
  • Exercise – Build an Azure AI services conversational language understanding model

Create a custom text classification solution

  • Understand types of classification projects
  • Understand how to build text classification projects
  • Exercise – Classify text

Custom named entity recognition

  • Understand custom named entity recognition
  • Label your data
  • Train and evaluate your model
  • Exercise – Extract custom entities

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
  • Exercise – Translate text with the Azure AI Translator service

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
  • Exercise – Create a speech-enabled app

Translate speech with the Azure AI Speech service

  • Provision an Azure resource for speech translation
  • Translate speech to text
  • Synthesize translations
  • Exercise – Translate speech

Training schedule

Remote

… if you value the opportunity to learn with a trainer and other participants, from anywhere without having to commute.

Stationary

… if you want to learn while sitting in the same room with the trainer and other participants.

Online

… if you want to learn from materials available via the interenet anywhere at any time

Filters:

Training: AI-3003

Develop natural language solutions in Azure​

Date
Form
Language
Additional info
Price

Currently, there is no trainings in the selected form.

Filters:

Training: AI-3003

Develop natural language solutions in Azure​

Date
Location
Language
Additional info
Price

Currently, there is no trainings in the selected form.

Filters:

Training: AI-3003

Develop natural language solutions in Azure​

Dostęp do szkolenia
Form
Language
Additional info
Price

Currently, there is no trainings in the selected form.

Szukasz szkolenia w innym terminie?

Co nowego?

  • Newest
  • Uncategorized

Chcesz z nami porozmawiać?

Zadzwoń do nas: tel. 801 30 30 30