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• file:12-1-12-1本章总览.mp4
• file:05-3-5-3逻辑回归核心思想和原理.mp4
• file:06-10-6-10LASSO和岭回归代码实现.mp4
• file:06-12-6-12评价指标：混淆矩阵、精准率和召回率.mp4
• file:06-11-6-11模型泛化.mp4
• file:09-7-9-7SVM核函数.mp4
• file:11-5-11-5并行策略：随机森林.mp4
• file:03-1-3课程使用的技术栈.mp4
• file:04-8-4-8KNN回归任务代码实现.mp4
• file:09-10-9-10SVM优缺点和适用条件.mp4
• file:13-3-13-3PCA求解算法.mp4
• file:03-1-3-1本章总览：相互关系与学习路线.mp4
• file:12-3-12-3k-means和分层聚类.mp4
• file:10-5-10-5多项式朴素贝叶斯代码实现.mp4
• file:03-5-3-5JupyterNotebook高级使用：常用魔法命令.mp4
• folder:梗直哥瞿炜-机器学习必修课：经典算法与Python实战