Puppies or Muffins

on YouTube ↗40m

" summary

Shows actual API calls and JSON responses: Cloud Vision API returns label, face and landmark detections with confidence scores and an EM ID, and reports 15 of 16 correct on the puppy versus muffin set. Demonstrates streaming and batch speech transcription with phrase hints and Translate, and syntax and sentiment analysis piped from Twitter into BigQuery for visualization. Presents a working hobby project using TensorFlow cucumber sorter on Raspberry Pi and Arduino. Twitter + BigQuery sentiment analysis processes 375000 tweets.

AI-written summary · about

" chapters (11)

1. 0:00Introduction
2. 1:04What is machine learning
3. 5:44Machine learning examples
4. 11:23Vision API overview
5. 17:44Vision API demo
6. 20:28Speech API transcription
7. 23:25Speech API demo
8. 28:04Natural Language API
9. 32:16Tweets analysis with NLP
10. 38:21Summary and Q&A
11. 40:05Closing

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