Machine Learning Engineer (Ads) Interview Questions

A Guide to Pass the MLE interview.

tutorial
Published

January 27, 2023

1 Linear Regression

  1. 写一下线性回归的梯度下降解法，怎么迭代的

  2. 分类和回归的优缺点

2 Logistic Regression

  1. LR可以做非线性吗

  2. 逻辑回归的loss是什么

  3. 手写LR前向传播和反向传播

  4. 写出SGD求解LR的伪代码