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title: 'EP01. 邏輯思維與計算思維 - 用 AI 寫程式的核心思維 | 極速上手體驗課 #19 x 無痛 AI 程式學伴系列'

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:::spoiler EP01. 邏輯思維與計算思維 - 用 AI 寫程式的核心思維 | 極速上手體驗課 #19 x 無痛 AI 程式學伴系列

![image](https://hackmd.io/_uploads/S1cSyut61x.png)

![image](https://hackmd.io/_uploads/rkRKWuKTyx.png)

![image](https://hackmd.io/_uploads/Sy2OZOYT1g.png)

![image](https://hackmd.io/_uploads/SklQ8fdFp1g.png)

![image](https://hackmd.io/_uploads/Hya2fuKaye.png)

![image](https://hackmd.io/_uploads/HkkhNOtTye.png)

![image](https://hackmd.io/_uploads/rkKlD_KpJg.png)

![image](https://hackmd.io/_uploads/Sk8vvuYT1g.png)

NLP:只能讀關鍵字，效果不好
LLM:透過大量資料，了解不同詞語背後的相似性
AI: 能夠透過大量資料，來達到推理的效果，但並不等於理解推理(畫龍畫虎難畫骨，知人知面不知心)，看得懂資料的相似性，不代表看得懂資料

![image](https://hackmd.io/_uploads/HJ7FduK6ye.png)

![image](https://hackmd.io/_uploads/BkvNKOKaJl.png)

![image](https://hackmd.io/_uploads/Bk_uhOYakg.png)


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:::spoiler EP02. 學習程式設計的起手式 - 常見 AI 開發工具包 |極速上手體驗課 #20 x 無痛 AI 程式學伴系列

![image](https://hackmd.io/_uploads/rkdcqg4CJx.png)

![image](https://hackmd.io/_uploads/Syqn9g4CJe.png)

![image](https://hackmd.io/_uploads/ByVvTl40yg.png)

![image](https://hackmd.io/_uploads/SyutJZV0kg.png)

![image](https://hackmd.io/_uploads/rJrUxbNA1g.png)

![image](https://hackmd.io/_uploads/Sk8hXWV0ye.png)


* 先討論需求，再寫程式

![image](https://hackmd.io/_uploads/rywHS-4AJe.png)

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:::spoiler EP03. 學習程式設計的起手式 - 常見 AI 開發工具包 |極速上手體驗課 #20 x 無痛 AI 程式學伴系列

* Vibe Coding
![image](https://hackmd.io/_uploads/Bkf5D46Rkx.png)

![image](https://hackmd.io/_uploads/H1DiP46AJe.png)

![image](https://hackmd.io/_uploads/ByT2P4TRkx.png)

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:::spoiler EP04. 看不懂 ai 寫的程式碼？ai 偵錯與優化技巧 | 極速上手體驗課 #22 x 無痛 ai 程式學伴系列 

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:::spoiler EP05. 讓 AI 從思考到執行 - 訓練自己的 Agent 助理

![image](https://hackmd.io/_uploads/SyfGUyYell.png)

* Function Calling
![image](https://hackmd.io/_uploads/SJWvLkYxxe.png)

![image](https://hackmd.io/_uploads/H1f58Jtlxg.png)

![image](https://hackmd.io/_uploads/S1yn81Klel.png)

* LLM怎麼知道這問題會不會
* LLM知道從工具箱找到適合工具
* 透過自問自答方法

![image](https://hackmd.io/_uploads/rytCUytllg.png)

![image](https://hackmd.io/_uploads/Hk9QD1Felx.png)

![image](https://hackmd.io/_uploads/S1xSDkKxlg.png)

![image](https://hackmd.io/_uploads/rJd3wktelx.png)

![image](https://hackmd.io/_uploads/Sk-WdJYegx.png)

![image](https://hackmd.io/_uploads/BJDFOytxxl.png)

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:::spoiler EP06. 為你的電腦加上 AI 大腦 - 淺談 MCP 觀念實作 | 極速上手體驗課 #24 x 無痛 AI 程式學伴系列

![image](https://hackmd.io/_uploads/S1uiEQzWxx.png)

![image](https://hackmd.io/_uploads/H1OGrQfWxl.png)

* MCP
![image](https://hackmd.io/_uploads/ByX7HXzbxl.png)

* A2A
![image](https://hackmd.io/_uploads/rysoSQzWll.png)

![image](https://hackmd.io/_uploads/SJNCr7Gblg.png)

![image](https://hackmd.io/_uploads/SJR0SXfbel.png)

![image](https://hackmd.io/_uploads/HJtsnmfZlx.png)

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