Here Come The Robots - Django and Machine Learning
summary
Django sites call cloud ML APIs to do real work: Microsoft Azure Vision captions images (live demo sometimes mislabels but a Wagtail plugin produces useful alt text), Google Cloud Natural Language API extracts entities like “DjangoCon US,” IBM Watson reports sentiment (an example review scores ~0.7 joy), and Amazon Machine Learning trains on a 100‑item animal dataset to classify species and expose an inference endpoint. Demos run end‑to‑end, but models inherit training biases (the Amazon hiring example warns of real harm).
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chapters (4)
- 0:00Start
- 11:04Image recognition What is this a picture of?
- 17:34Sentiment analysis What is the author feeling?
- 21:59Outcome prediction What will happen next, given what we know about the past?
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