資料科學學習手冊 === 資料科學IDE --- - [ Jupyter notebook ](https://hackmd.io/pwutshO0TBeBFXwXABccQQ?view) 資料處理套件 --- - [Numpy](https://hackmd.io/PsEunREESbS54QDRXPYfeg) - [Pandas](/l8wMWkq8TiKToHHCCa5dEA) 資料視覺化套件 --- - [Marplotlib](/1pWsFMqkTrmquYKQI2p_1A) - [Seaborn](/jUll5bHbTN2cKCR3kqWmUg) 機器學習導論 --- - [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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