Cognitive Services Extravaganza!
summary
Quick tour of Microsoft Cognitive Services showing concrete tools and results: Language Studio for entity recognition, sentiment, multilingual QnA; Speech Studio with custom speech, speech-to-text, text-to-speech and Duolingo-style character voices; Custom Vision with a hackathon recycling classifier reaching ~81–87% after more training; Content Moderator, Anomaly Detector, Face and Form Recognizer, Video Indexer with person timestamps; Azure OpenAI (Ada/Curie/Davinci, GPT‑3.5) for text/code generation and semantic search (token example: nine tokens for "quick brown fox"); F0/free tier, SDKs (Python/C#/JS) and notes on responsible AI and regional endpoints.
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chapters (17)
- 0:00Introduction to Cognitive Services
- 3:32Setting up Cognitive Services
- 5:17Decision Group Overview
- 10:17Personalizer and Content Moderator
- 11:21Language Services Deep Dive
- 17:09Language Studio Demo
- 18:34Speech Services Overview
- 22:38Speech Studio and Custom Speech
- 25:51Vision Services Introduction
- 26:14Computer Vision and Face API
- 30:29Custom Vision Demo
- 32:37Open AI Services Overview
- 35:49Azure Open AI Studio
- 37:15OpenAI Playground Demo
- 40:10Real-World Cognitive Services Use Cases
- 42:40Immersive Reader and Responsible AI
- 46:20Summary and Learning Resources
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