Strengthen your technical skills and explore new development opportunities with Microsoft Applied Skills!
The course "Microsoft AI-3003: Develop natural language solutions in Azure” provides an in-depth understanding of natural language processing (NLP) solutions using the services Azure AI.
In the course, participants will learn to develop language models that interpret the semantic meaning of written or spoken language, using the Language Understanding service to build language models for their applications.
This course is intended for AI engineers and developers who want to expand their skills in using services Azure AI for NLP solutions.
It is ideal for those who already have a basic knowledge of Azure and programming in C# or Python.
In this course, you will learn to analyze text and extract semantic information with Azure AI Language, create question and answer solutions and build conversational language understanding models.
You will also develop custom text classification and entity recognition solutions, translate text and speech between various languages, and create voice-activated applications using the services Azure AI for speech recognition and synthesis.
Before starting this course you should have:
- Familiarity with Azure and the portal Azure.
- C# or Python programming experience.
- Text analysis with Azure AI Language
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- Design resources Azure AI Language
- Language detection
- Key phrase extraction
- Sentiment analysis
- Entity extraction
- Practical exercise: Text analysis
- Creating question and answer solutions with Azure AI Language
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- Developing Q&A solutions using natural language
- Building a model of conversational language comprehension
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- Training the CLU model to extract meaning from natural language
- Creating a custom text classification solution
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- Development of a custom text classification project
- Recognition of custom entities
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- Building an entity recognition solution from unstructured documents
- Text translation with the service Azure AI Translator
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- Creating smart applications for text translation
- Creating voice-activated applications with the Services Azure AI
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- Using APIs for speech recognition and synthesis
- Speech translation with service Azure AI Speech
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- Speech recognition, transcription and translation in various languages
There are no recommendations at this time.
To give Microsoft Applied Skills Credential, each participant must take a practical test. In this laboratory work, you will be invited to carry out several practical activities. You will have 2 hours to complete these activities. To pass, you will need to get 70% of the activities right.
