系列文章
[Day 11] 建立 Baseline — 開啟機器學習專案的第一步
A chain is only as strong as its weakest link. ― Thomas Reid 前言 今天的開頭是一句英文俗諺，它...
[Day 12] Error analysis — 錯誤中學會成長 (咩噗)
To me, error analysis is the sweet spot for improvement. — Donald A. Norman 前言...
[Day 13] 資料增強 — 我全都要.jpg
Collaboration and augmentation are the foundational principles of innovation. —...
[Day 14] Audit perfomance — 模型也要期末稽核༼ಢ_ಢ༽
It is only our conception of time that makes us call the Last Judgement by this...
[Day 15] ML 實驗管理 — 翻開覆蓋的陷阱卡~ 記帳小本本!
All life is an experiment. The more experiments you make the better. — Ralph Wa...
[Day 16] Data! — 資料就是我的超能力
Data is the hardest part of ML and the most important piece to get right...Brok...
[Day 17] 定義資料 — 講清楚很難嗎?
Everybody has a different definition of the good side. — Will Wright 前言 美劇《菜鳥新...
[Day 18] 再訪 HLP — 人(?)的表現是己欲立而立人
Being human means having doubts and yet still continuing on your path. — Paulo...
[Day 19] 收集資料 — 你要對人家負責啊!
With data collection, ‘the sooner the better’ is always the best answer. – Mari...
[Day 20] 資料標註 (1/2) — Forget about the price tag ♫
The only thing that never changes is that everything changes. ― Louis L'Amour...