# 基础知识详解

## 机器学习数学基础相关的好文章合集
1. [机器学习500问之数学基础](https://github.com/deel-learn/DeepLearning-500-questions/blob/master/ch1_%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80/%E7%AC%AC%E4%B8%80%E7%AB%A0_%E6%95%B0%E5%AD%A6%E5%9F%BA%E7%A1%80.md)
2. [深度学习基础](https://github.com/deel-learn/DeepLearning-500-questions/blob/master/ch3_%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E5%9F%BA%E7%A1%80/%E7%AC%AC%E4%B8%89%E7%AB%A0_%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E5%9F%BA%E7%A1%80.pdf)


## 常见概念理解

1. [目标函数和损失函数的差别](https://blog.csdn.net/u011500062/article/details/55522609)
2. [目标函数、损失函数、代价函数](https://www.davex.pw/2017/12/16/understand-loss-and-object-function/)