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AI & Data

然後模型就死在 Jupyter Notebook 了 (ಥ﹏ಥ) 系列

如果早知道訓練完的模型也會被放置play。。。
來聊聊關於模型轉生變成產品這檔事吧

鐵人鍊成 | 共 30 篇文章 | 17 人訂閱 訂閱系列文 RSS系列文
DAY 11

[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...

2021-09-26 ‧ 由 chihying 分享
DAY 12

[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...

2021-09-27 ‧ 由 chihying 分享
DAY 13

[Day 13] 資料增強 — 我全都要.jpg

Collaboration and augmentation are the foundational principles of innovation. —...

2021-09-28 ‧ 由 chihying 分享
DAY 14

[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...

2021-09-29 ‧ 由 chihying 分享
DAY 15

[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...

2021-09-30 ‧ 由 chihying 分享
DAY 16

[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...

2021-10-01 ‧ 由 chihying 分享
DAY 17

[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...

2021-10-02 ‧ 由 chihying 分享
DAY 18

[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...

2021-10-03 ‧ 由 chihying 分享
DAY 19

[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...

2021-10-04 ‧ 由 chihying 分享
DAY 20

[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...

2021-10-05 ‧ 由 chihying 分享