AI-900: NLP Workloads on Azure
Text analytics, speech, translation, language understanding and question answering on Azure.
Natural Language Processing (NLP) is the AI domain that gives computers the ability to understand, interpret, and generate human language. Unlike programming languages which follow strict, unambiguous rules, human language is rich with nuances, metaphors, irony, and contextual ambiguities.
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What's inside
16 sections- 1 Table of Contents
- 2 Introduction to NLP
- 3 Text Analytics – Azure AI Language
- 4 Tokenization and Text Processing
- 5 Azure AI Language vs Azure AI Services
- 6 Speech – Recognition and Synthesis
- 7 Translation – Text and Speech Translation
- 8 Language Understanding – CLU
- 9 Question Answering – Knowledge Base
- 10 Practical Implementation with the Python SDK
- 11 NLP Solution Architecture
- 12 Exam Tips and Common Pitfalls
- 13 Practical Exercises and Scenarios
- 14 Summary and Key Points
- 15 Glossary
- 16 NLP Capabilities – Overview (Condensed Reference)
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