MLE
MLE Interview Notes
🥥 Table of Content I. Key Competency II. Occupational Classification 🥑 Get Started! I. Key Competency ......
DS/MLE Road map and Courses
🥥 Table of Content I. Data Manipulation II. Machine Learning III. Deep Learning IV. Statistics V. Resume and Interview Questions VI. Daily and Busine ......
MLE / DS / AI Path
# Overview ## Phd ### 1. Knowledge **(1) Programming Tool** * Python Basics: loop, class, function, OOP, OS library * Python data science library: Num ......
【MLE视角】最小二乘法
· 最小二乘法Least Square 让我们从一个最简单的问题开始,如何根据一组观测数据$(x_i,y_i)$来寻找它背后的规律呢?通过先验知识我们可以确定输入输出模型是$y=kx+b$,但由于观测数据有采样误差,因此并不完全符合模型。那么,我们就需要寻找一个最佳的拟合结果,来尽可能好地描述观测数 ......