AWS AI Services - Language and Speech
Description
Comprehensive mastery of AWS natural language processing and speech AI services including Amazon Comprehend, Transcribe, Polly, Translate, and Lex for building intelligent language-powered applications.
Learning Objectives
Learners will master AWS language and speech AI services including text analysis with Comprehend, speech-to-text with Transcribe, text-to-speech with Polly, language translation with Translate, and conversational interfaces with Lex. They will understand service capabilities, integration patterns, use cases, and implementation strategies for language-powered applications.
Topics (8)
Comprehensive study of Comprehend features, text analysis capabilities, custom entity recognition, sentiment analysis, and integration patterns.
Comprehensive study of Polly voice synthesis, voice options, speech markup language, neural TTS, and audio output customization.
Detailed study of Translate service, supported languages, translation quality, custom terminology, and integration patterns.
Comprehensive coverage of Lex bot creation, natural language understanding, conversation design, fulfillment functions, and deployment.
Study of Comprehend Medical features, medical entity recognition, protected health information detection, and healthcare applications.
Comprehensive study of service orchestration, workflow integration, and best practices for multi-service language applications.
Exploration of industry-specific applications, use case scenarios, implementation strategies, and business value creation.
Detailed exploration of Transcribe service, speech recognition accuracy, speaker diarization, custom vocabulary, and streaming transcription.