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生成式 AI,
機器學習
最推薦的 GPT 技術入門學習素材: 3Blue1Brown 數學頻道
3Blue1Brown 是一個視覺化講解數學起家的頻道,因為實在講得太好了,即使講的是機率、微積分、線性代數這種可能許多人排斥的題目,3Blue1Brown 仍累積超過六百萬訂閱
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提示詞
More Useful Things: AI Resources: 華頓商學院教授整理的 AI 指令庫 (prompt library)
各種細節都考量到,讓你獲得高品質的 AI 回覆,不論在 ChatGPT、Gemini 或各類 AI 都適用,直接複製來用,超級方便
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生成式 AI,
提示詞,
ChatGPT,
產品開發
OpenAI Cookbook: OpenAI API 學習資源
超過百篇打造 AI 應用的文章,如果想學習如何打造 AI 應用,OpenAI 的 Cookbook 是第一首選
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生成式 AI,
職場
DeepLearning: AI for Everyone
從介紹什麼是 AI、建立 AI 工作項目,到在公司中如何運用 AI 技術,這是門適合所有對於想了解 AI 如何用於公司組織內部的課程
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生成式 AI
金融時報: Generative AI exists because of the transformer
金融時報 (Financial Times) 製作的這個視覺化解釋 Transformer 的專文,是截至目前看過最美也最好懂的解釋文。非常推薦大家一讀
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生成式 AI,
職場
Career Essentials in Generative AI by Microsoft and LinkedIn
LinkedIn 與 Microsoft 共同推出的生成式 AI 課程與證書
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提示詞
DeepLearning: ChatGPT Prompt Engineering for Developers
想學習基礎的提示詞工程 (prompt engineering),這門課是不錯的入門
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ChatGPT,
生成式 AI,
產品開發
DeepLearning: Building Systems with the ChatGPT API
想學習用 ChatGPT API 打造應用程式與系統,可以從這門課開始學習
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LangChain,
生成式 AI,
產品開發
DeepLearning: LangChain for LLM Application Development
有拿 ChatGPT 與其他生成式 AI 來做創新應用的人,基本上都會用到 LangChain 這類工具。現在連 Apple 等一線軟體大廠,也開始在職缺上提到這些技能。這門課由 LangChain 的發明者教你入門 LangChain。
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生成式 AI
DeepLearning: How Diffusion Models Work
在 Midjourney、DALL·E 2 與 Stable Diffusion 背後的 Diffusion 模型如何運作? 這門課會將帶你認識