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###### tags: `Editing` | `智慧計算 › 人工智慧` | `AI/ML` `Coursera` `機器學習基石` `讀書筆記` `目錄` `書本模式` `住宿|訂房|飯店|hotels`
【機器學習基石筆記】
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最近終於想到要來還債了，明明修了這門課，但卻老是不乖乖上課，現在來還債了 orz
這堂課有分上下，上集是[數學的部份](https://www.coursera.org/learn/ntumlone-mathematicalfoundations)，下集則是討論演算法的部份（應該是吧，還沒修課，不太確定…）

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## [目錄](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Contents)

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## 數學基礎

### [第一週：The Learning Problem](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week1)
- [什麼是機器學習](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week1#什麼是機器學習)
- [什麼情況適用機器學習](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week1#什麼情況適用機器學習)
- [符號定義](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week1#符號定義)
- [與相關領域的關係](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week1#與相關領域的關係)

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### [第二週：Learning to Answer Yes/No](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week2)
- [感知器 Perceptron](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week2#感知器-Perceptron)
- [Perceptron Hypothesis Set](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week2#Perceptron-Hypothesis-Set)
- [Perceptron Learning Algorithm (PLA)](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week2#Perceptron-Learning-Algorithm-PLA)
- [Guarantee of PLA](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week2?view#Guarantee-of-PLA)
- [Non-Separable Data](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week2?view#Non-Separable-Data)
- [課堂測驗](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week2?view#課堂測驗)
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### [第三週：Types of Learning](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week3)
- [Learning with Different Output Space](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week3#Learning-with-Different-Output-Space)
- [Learning with Different Data Label](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week3#Learning-with-Different-Data-Label)
- [Learning with Different Protocol](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week3#Learning-with-Different-Protocol)
- [Learning with Different Input Space](/@CynthiaChuang/Machine-Learning-Foundations-Study-Notes-Mathematical-Foundations-Week3#Learning-with-Different-Input-Space)

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### 第四週：Feasibility of Learning
### 作業一
### 第五週
### 第六週
### 第七週
### 第八週
### 作業二

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## 機器學習基石 下
[課程傳送門](https://www.coursera.org/learn/ntumlone-algorithmicfoundations)
- 尚未修課