AI For Everyone/3주차

1. Survey of major AI application areas (optional) Computer Vision Image classification/Object recognition Face recognintion Object detection Image segmentation Tracking Natural Language Processing Text classification Sentiment recognition Information retrieval E.g., web search Name entity recognition Machine translation Ohters: parsing, part-of-speech tagging Speech Speech recognition (speech-t..
1. AI Transformation Playbook (Part 1) AI Transformation Playbook 1) Execute pilot projects to gain momentum 2) Build an in-house AI team 3) Provide broad AI training 4) Develop an AI strategy 5) Develop internal and external communications 1) Execute pilot projects to gain momentum More important for the initial project to succeed rather than be the most valuable Show traction within 6-12 month..
1. Case study: Smart speaker Steps to process the command : AI pipeline 1) Trigger word/wakeword detection Audio : "Hey device" 2) Speech recognition Audio : "tell me a joke" 3) Intent recognition input A : "tell me a joke" output B : joke? time? musci? call? weather? 4) Execute joke "Hey device, set imer for 10 minutes" Steps to process the command 1) Trigger word/wakeword detection Audio : "He..
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