Study Azure AI-900 NLP: key concepts, common traps, and exam decision cues.
This chapter is about language workloads at fundamentals depth. AI-900 is not asking you to build complex language systems. It is asking whether you can identify whether the problem is sentiment, entities, translation, language modeling, or speech, and then choose the matching Azure service family.
Microsoft currently weights this skill area at 15-20% of the exam.
| Lesson | Focus |
|---|---|
| 4.1 Text Analysis, Speech, Translation and Language Modeling | Learn the core NLP and speech task patterns AI-900 expects. |
| 4.2 Azure AI Language and Speech Service Fit | Learn when the answer should be Azure AI Language and when it should be Azure AI Speech. |
| If the question is really about… | Go first to… |
|---|---|
| identifying the language or speech task | 4.1 Text Analysis, Speech, Translation and Language Modeling |
| choosing the Azure capability family | 4.2 Azure AI Language and Speech Service Fit |