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Practical Deep Learning for Coders: Lesson 1

Jeremy HowardYouTube ↗

Further reading 1

Will the leaderboard winner solve your problem? →A public score can shortlist models. A new version of your own task can reveal what the score misses.This video helps answer · Which sample produced the score, and what work did it miss?

Caption notes

Howard builds a bird-versus-forest classifier. Folder names supply labels and withheld images test predictions. Those two choices define the task and delimit what its accuracy can establish.

Public machine transcript (may contain transcription errors) ↗
Original passages · 2
put aside some data for testing the accuracy of your model
Practical Deep Learning for Coders: Lesson 1 · ▶ 45:27–45:32
returns the parent folder of a path
Practical Deep Learning for Coders: Lesson 1 · ▶ 46:09–46:20

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