從零開始讀懂AI
從AI使用者晉升為AI設計者：打造副業收入與職涯發展
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從零開始讀懂AI
Narrated by:
AI Voice Google Cloud Text-to-Speech
Buy Now for $6.51
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Narrated by:
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AI Voice Google Cloud Text-to-Speech
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By:
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MultiView World
This title uses virtual voice narration
Virtual voice is computer-generated narration for audiobooks.
本書從「LLM到底是什麼」開始，帶您一路走到部署真實可運行的AI Web應用，無需任何程式設計經驗，所有操作都在免費的瀏覽器環境中完成。
您將學到的內容：
• LLM的本質：統計預測，而非真正的「思考」
• 幻覺現象的成因，以及RAG如何解決它
• 提示詞設計的4大核心原則
• Python + Google Colab：從第一天起零安裝進行資料科學
• Pandas、scikit-learn與機器學習基礎
• 透過Hugging Face執行開源LLM（只需4行程式碼）
• 使用LangChain與FAISS自製RAG系統
• Transformer架構解析：Attention、多頭注意力、GPT vs. BERT
• 以LoRA進行微調：在Colab免費GPU上特化模型
• 部署Streamlit聊天機器人並發布公開URL，並托管至GitHub
• 將AI技能轉化為收入：寫作代勞、系統建構代勞、諮詢、聯盟行銷
適合對象：想從AI使用者晉升為AI設計者的上班族、轉職者，以及有意打造副業收入的創業者。
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