- 线性模型
- 及其学习简单的回归术语及数学
- 线性回归公式推导(最小二乘法)
- 梯度下降法(理论)
- 手撕梯度下降
- 线性回归的优化1：对数据进行归一化
- 线性回归优化2: 添加正则项
- 线性回归优化3: 多项式回归
- 通过一个比赛来练习学习的东西(天池大赛蒸汽预测的回归任务)
-
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