Machine Learning筆記 === [李宏毅老師 ML 2021 線上課程](https://speech.ee.ntu.edu.tw/~hylee/ml/2021-spring.php?fbclid=IwAR3elZS5DBF_LhkPW0pUHcXPKJMQoVHtdBYGPxLUn0XE-WGe3vuAszoo9dw) Introduction --- * [什麼是machine learning](/4gptIM_OTa-FeER3q4g3gg) 機器學習攻略 --- * [各種狀況](/L6A9w4N7RKujL9A5Ew8OtA) * [選哪一個訓練好的 model 比較好](/vglrwBbITL-WH2hMJPIeSQ) Classification (Long Version) --- * [Classification](/7ExPbzupQ0aYYmiW97SJrg) * [Logistic Regression](/FVlEtdcARPOQ8br5pMJJKg) Tips of Learning --- * [以Hessian判斷目前為何種critical point](/tm0jSkhtTLSxmjQHYLe4dg) * [Batch(批次) and Momentum(動量)](/rD8sOQvARaW9sbTUHcDDRg) * [Adaptive Learning Rate](/q7tWquFWQS2Xb3oSPblL1w) * [Classification (Short Version)](/XtzIJsfeRVSuATOzYYSYmQ) (帶出Loss Function選擇的重要性) * [Quick Introduction of Batch Normalization](/2BFf2w5XQC6ZNN2KHzbB2w) CNN & Self-Attention --- * [Convolutional Neural Network (CNN)](/4yBif_jGTSKpCXjOEwrfoQ) * [Self-attention (取代RNN)](/SGZOnc3XTruMG6eIua2A9A) 扛不住了，停更 --- 1小時的影片作筆記要3小時勒乾 ###### tags: `machine learning`
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