資料科學學習手冊
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資料科學IDE
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- [ Jupyter notebook ](https://hackmd.io/pwutshO0TBeBFXwXABccQQ?view)
資料處理套件
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- [Numpy](https://hackmd.io/PsEunREESbS54QDRXPYfeg)
- [Pandas](/l8wMWkq8TiKToHHCCa5dEA)
資料視覺化套件
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- [Marplotlib](/1pWsFMqkTrmquYKQI2p_1A)
- [Seaborn](/jUll5bHbTN2cKCR3kqWmUg)
機器學習導論
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- [什麼是人工智慧Artificial Intelligence](/T4yPFO5KRwuUUccCNQS5Mg)
- [什麼是機器學習Machine Learning](/kN9L1Aw-TT6_3boGlb-pEQ)
- [機器學習流程](/xl6EeOioTWWIMUE_M-zKlA)
- [流程一:收集資料(Gathering data)](/UxSO-b4IQtuJcrYy7jpESA)
- [流程二:準備數據(Preparing that data)](/GS6-Bzw0QcCRF0acYLAKmw)
- [流程三:選擇模型(Choosing a model)](/CTV74x5TREe6bZFeDxRXrA)
- [流程四:訓練機器(Training)](/00JgUIqTSG2eqNSvQb7Mkg)
- [流程五:評估分析(Evaluation)](/yPfarSvdRhORvyZBu0Zb2g)
- [流程六:調整參數(Hyperparameter tuning)](/OpssJ1kkTBKjjRIrw04JXw)
- [流程七:預測推論(Prediction)](/Fx2horBSReWL06JQs3TaUQ)
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