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Improve on-device learning chapter #372
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Originally created by @profvjreddi on GitHub (Apr 17, 2025).
Originally assigned to: @profvjreddi on GitHub.
The on-device learning chapter needs to be fully updated, and I've been working on it to make it flow more in line with the ML systems-oriented approach.