·Max Chen
【影像整理術 #1】整理 10 萬張照片的重複地獄：用 SHA-256 刪除重複的照片
從大學累積至今的 10 萬張照片、無數的 RAW 檔，讓我的硬碟變成了重複檔案的地獄。身為工程師，我決定花 20 小時寫 Python 腳本，來省下 5 小時的手動整理（這很合理吧？）。系列第一集：如何利用 SHA-256 數位指紋，在不相信檔名的情況下，精準抓出那些物理級的一模一樣。
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Web dev · Data engineering · Technology — 4 posts
·Max Chen
[Photo Chaos #1] Escaping Duplicate Hell with SHA-256
How a 100,000-photo 'duplicates hell' led to a 20-hour coding marathon. In Part 1 of this series, I explore why filenames are lies and how to use Python and SHA-256 hashing to build a memory-efficient exact duplicate finder.
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·Max Chen
Cracking the Google Cloud Generative AI Leader Certification: A Comprehensive Study Guide
Having recently tackled this exam, I've reorganized my personal study notes into a comprehensive guide to help you pass on your first attempt. Covers all four domains: AI/ML fundamentals, Google's Gen AI product portfolio, improving model output, and Responsible AI.
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