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Course description. AI-3003: Build a natural language processing solution with Azure AI Services
To earn this Microsoft Applied Skills credential, students demonstrate the ability to build a natural language processing (NLP) solution using Azure AI Language .
Candidates for this credential should have a solid understanding of building and using various Azure NLP models through Language Studio and in code, including custom models. They should also have programming experience in Python or C#, be familiar with with the Azure portal and feel comfortable provisioning Azure AI resources.
Intermediate - AI Engineer - Developer - Azure AI services
Goals
- Implement a language resource and use pre-built templates
- Build a custom text classification solution
- Build a custom named entity recognition (NER) solution
Training Route
Develop natural language processing solutions with Azure AI Services
Natural language processing (NLP) solutions use language models to interpret the semantic meaning of written or spoken language. You can use the Language Understanding service to build language models for your applications.
Modules:
- Analyze text with Azure AI Language
- Create question answering solutions with Azure AI Language
- Build a conversational language understanding model
- Create a custom text classification solution
- Custom named entity recognition
- Translate text with Azure AI Translator service
- Create speech-enabled apps with Azure AI services
- Translate speech with the Azure AI Speech service
Prerequisites
Before starting this learning path, you must have the following:
- Familiarity with Azure and the Azure Portal
- Experience programming with C# in Python. If you have no previous programming experience, it is recommended to complete the Getting Started with C# or Getting Started with Python learning path before starting this one.
Language
- Course: English / Spanish
- Labs: English / Spanish
Microsoft Applied Skills
This course is part of the Microsoft Applied Skills Credentials.
To earn this Microsoft Applied Skills credential, students demonstrate the ability to build a natural language processing (NLP) solution using Azure AI Language.
Applied Skills: Explore all credentials in one guide
