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- Utangulizi
  - [Utangulizi wa Kujifunza kwa Mashine](../1-Introduction/1-intro-to-ML/README.md)
  - [Historia ya Kujifunza kwa Mashine](../1-Introduction/2-history-of-ML/README.md)
  - [Kujifunza kwa Mashine na Usawa](../1-Introduction/3-fairness/README.md)
  - [Mbinu za Kujifunza kwa Mashine](../1-Introduction/4-techniques-of-ML/README.md)

- Urejeleaji
  - [Zana za Kazi](../2-Regression/1-Tools/README.md)
  - [Takwimu](../2-Regression/2-Data/README.md)
  - [Urejeleaji wa Mstari](../2-Regression/3-Linear/README.md)
  - [Urejeleaji wa Kilogistiki](../2-Regression/4-Logistic/README.md)

- Jenga Programu ya Wavuti
  - [Programu ya Wavuti](../3-Web-App/1-Web-App/README.md)

- Uainishaji
  - [Utangulizi wa Uainishaji](../4-Classification/1-Introduction/README.md)
  - [Waainishaji 1](../4-Classification/2-Classifiers-1/README.md)
  - [Waainishaji 2](../4-Classification/3-Classifiers-2/README.md)
  - [Kujifunza kwa Mashine kwa Vitendo](../4-Classification/4-Applied/README.md)

- Ugawaji
  - [Onyesha Takwimu Zako](../5-Clustering/1-Visualize/README.md)
  - [K-Means](../5-Clustering/2-K-Means/README.md)

- NLP
  - [Utangulizi wa NLP](../6-NLP/1-Introduction-to-NLP/README.md)
  - [Majukumu ya NLP](../6-NLP/2-Tasks/README.md)
  - [Tafsiri na Hisia](../6-NLP/3-Translation-Sentiment/README.md)
  - [Mapitio ya Hoteli 1](../6-NLP/4-Hotel-Reviews-1/README.md)
  - [Mapitio ya Hoteli 2](../6-NLP/5-Hotel-Reviews-2/README.md)

- Utabiri wa Mfululizo wa Wakati
  - [Utangulizi wa Utabiri wa Mfululizo wa Wakati](../7-TimeSeries/1-Introduction/README.md)
  - [ARIMA](../7-TimeSeries/2-ARIMA/README.md)
  - [SVR](../7-TimeSeries/3-SVR/README.md)

- Kujifunza kwa Kuimarisha
  - [Q-Learning](../8-Reinforcement/1-QLearning/README.md)
  - [Gym](../8-Reinforcement/2-Gym/README.md)

- Kujifunza kwa Mashine katika Ulimwengu Halisi
  - [Matumizi](../9-Real-World/1-Applications/README.md)

---

**Kanusho**:  
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