Develop natural language processing solutions with Azure AI Services

Overview

Title: Develop Natural Language Processing Solutions with Azure AI Services.

Description: Dive into the world of natural language processing (NLP) with Azure AI Services. This comprehensive course, provided by Microsoft Learn, covers everything you need to know to harness the power of Azure AI for analyzing and processing text, creating question answering solutions, and much more across nine detailed modules.

• Learn how to detect language, analyze sentiment, and extract key phrases with Azure AI Language in Module 1.
• Module 2 empowers you to understand and create question answering solutions, test, and deploy a knowledge base, and create a bot for natural language interactions.
• Discover how to train an Azure AI Language model to extract meaning from natural conversations in Module 3, covering the provisioning of Azure resources, defining intents, and training your model.
• After creating an Azure AI Language Understanding app, Module 4 teaches you how to publish and consume it from client applications, including deploying in a container.
• Module 5 focuses on custom text classification projects, guiding you through building, tagging data, training, and deploying a model.
• In Module 6, learn the intricacies of creating a custom named entity extraction solution, from labeling data to submitting extraction tasks.
• Translate text seamlessly with the Azure AI Translator service in Module 7, including resource provisioning, language detection, and custom translations.
• Create speech-enabled apps with Azure AI Services in Module 8. This module covers provisioning Azure resources for the Speech service, implementing speech recognition and synthesis, and configuring audio formats.
• Module 9 rounds off the course with translating speech, including provisioning resources for speech translation and synthesizing spoken translations.

Categories: Natural Language Processing (NLP) Courses

Syllabus

Taught by

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united states