2026-03-13
🥾 登山足底科學：從微觀纖維到巔峰實戰
🏔️ 引言：追求輕量化與安全的動態平衡 登山者的地基不在於鞋子的品牌，而在於對「足底系統」的深度認知。本學習地圖將帶領你穿透行銷詞彙，從纖維的化學特性、橡膠的物理摩擦，一路探索至極端環境下的生理安全。這是一場關於「精準選擇」的修煉。 🗺️ 輕量化足底科學 - 學習路徑圖 （理解材料的本質後，才能做出最精準的裝備選擇） 🟩 Level 1：底層邏輯 — 物質與構造的微觀世界 理解材料的本質，是拒絕冗餘裝備的第一步。
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2026-03-13
🧭 AI/ML 與系統架構文章導覽圖：從理論到實戰的內容地圖
📚 目錄 導言：為什麼你需要這份地圖？ 第一站：基礎概念與核心問題 (The Fundamentals) 第二站：模型深度探討與生成式 AI 實戰 (Deep Dives & GenAI) 第三站：從實驗室到生產環境 (MLOps & System Architecture) 第四站：趨勢、工具與實務案例 (Future, Tools & Cases) 結語：如何利用這份地圖？ 🌟 導言：為什麼你需要這份地圖？ 主題的廣闊性 (Hook)： AI、ML 與系統架構是當今科技界最熱門也最複雜的領域，知識點多且迭代速度快。
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2026-03-13
Daily Subscriptions 2026-03-13
大人學 RSS 不喜歡搞曖昧 AI 發展加速，上班族最後的機會之窗：你需要「多方下注」的生存策略 如何提高「年後轉職」勝率？第一步，開始經營你的 LinkedIn！ 自由工作 ≠ 無限自由！創業接案必須有「減法思維」，你才能不瞎忙真正賺到錢 《我得了不想上班的病》選摘：人要怎麼「主動管理」壓力？ 愛情為什麼需要翻譯？ 大人誌》專訪醫師馬大元：快樂會用進廢退，靠 4 件事情來鍛鍊 比起寫，它更擅長優化！善用 3 招靠 AI 產出高品質 Linkedin 文章 一文搞懂顧問式銷售：B2B 業務必懂的顧問式銷售 4 階段與技巧 讀心術 綠角 “ETF關鍵報告”2026一月台中班學員課後回饋 晚起步的投資人，如何追上(How Can Late Comers to Investing Catch Up) ETF資產配置投資組合不同持有期間的實際成果(Asset Allocation with Different Holding Periods，2026更新) Comic Pick me up!
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2025-10-07
From Webhook to Cloud Run: A Quick Introduction to Building a Custom LINE Bot
🚀 Building a Custom LINE Bot: From Webhook to Cloud Run Deployment LINE Bots have become a popular choice for developers building interactive services — from customer support systems to AI-powered assistants. In this article, we’ll walk through how to set up a custom LINE Bot using Webhook + Flask/FastAPI, test it locally with ngrok, and deploy it to production using Google Cloud Run. We’ll also compare similar tools and explain how they work together.
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2025-09-07
From Pixels to Violations: Building a Smart Traffic Monitoring System with Python and YOLO
From Pixels to Violations: Building a Smart Traffic Monitoring System with Python and YOLO 1. Introduction: The Problem and Project Goal In modern urban environments, ensuring pedestrian safety on crosswalks is a critical challenge. Traffic violations, such as vehicles blocking pedestrian right-of-way, are common and difficult to monitor manually. Inspired by principles from projects like Coursera’s “Fast Prototyping of GenAI Apps,” this project outlines the development of a proof-of-concept (POC) system designed to automatically detect specific traffic violations using computer vision.
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2025-08-21
Using Tools to Build a Chatbot: A Practical Example in a Jupyter Notebook
Following the previous article on the concept of MCP, this time we will get hands-on and build a chatbot prototype directly in a Jupyter Notebook environment. This example will demonstrate how to empower a language model to handle more complex queries by defining and executing tools directly, without relying on an external framework. The entire example covers the definition and execution of tools, as well as the construction of the chatbot’s core code.
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