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Causes and Solutions of Overfitting

Discuss about 4 reasons that cause machine learning and according solution
2022-09-19
Machine Learning
#Model Evaluation #Overfitting

Learning Principle

Summry of Learning Principle in Machine Learning
2022-09-12
Machine Learning
#Learning Principle

Basic knowledge about Machine Learning

Category and Components of Machine Learning
2022-09-11
Machine Learning
#Basic Knowledge

Hypothesis Testing

This passage is a summary for different types of hypothesis testings
2022-03-25
A/B Testing & Case Interview
#Hypothesis Testing

Feature Selection: Statistical Method

Evaluate features on divergence and correlation. set one or more thresholds and select the feature.
2022-02-09
Machine Learning
#Feature Engineering #Feature Selection

MySQL 基础知识

本文梳理了MySQL在面试中可能会考察的相关基础知识
2022-02-09
Database
#MySQL #Interview

Basic Statistics for Data Science

This article go through the basic knowledge of statistics, for details on applied statistics topics, please refer to other articles
2022-02-09
Probability & Statistics
#Basic Knowledge #Statistics

MongoDB Guildbook

This article is a basic guidebook for starting with MongoDB
2022-02-06
Database
#NoSQL #MongoDB #Guidebook
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