5Implementing Text Analysis Solutions

• 5.1Text Analysis with Azure AI Language

  Understand implementing text information extraction by calling Azure AI Language’s prebuilt features—sentiment analysis, key phrase extraction, entity recognition (NER), language detection, and PII detection—from a developer’s view.

• 5.2Translation and Custom Language Models

  Understand text translation (Azure AI Translator), custom options when prebuilt is insufficient (conversational language understanding CLU, custom classification, custom NER), and when to use flexible generative-prompt analysis.

• 5.3Implementing Speech Solutions

  Covers "speech," part of the official text-analysis domain. Understand—from a developer’s view—speech-to-text/text-to-speech (STT/TTS) with Azure AI Speech, speech as an agent modality with custom speech, multimodal reasoning from audio, and speech translation.