DaiDai's Interview
Instructions: This repository is still being updated!
Introduction
This repository is my own notes for the interview, as well as a continuous summary of what I have learned. I mainly work on machine learning and data science, etc. But this repository also includes some foundation of computer science, Web development, data mining, computer vision, etc. I hope you can star, fork or watch, if you think this will help you. You can contact me anytime, if you have any questions. I really welcome your Pull Requests or Issues.
**discussion knowedge graph, **
List
1-Algorithm 
- Algorithm
- 剑指offer | Code
- LeetCode | Code
2-Opterate-System 
- Opterate-System
- Linux
3-Network 
- Network
- Http
- TCP, IP
- Socket
4-Datebase 
- Database
- SQL-Base
- LeetCode-SQL | Code
- MySql
- Redis
- MongoDB
5-Language 
- Python
- C++
- Design-Mode
6-Math 
- Calculus
- Linear-Algebra
- Probability-Theory-and-Mathematical-Statistics
- Convex-Optimize
7-ML .png)
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- OpenCV
- Spark
- DS-WorkFlow
- Algorithm
- Tools
8-Other 
9-Book—Abstract 
Computer Base
- CSAPP
编译原理
Algorithm
Opterate System
Network
DataBase
Language
- Python
- python优化
- python科学家
- [ ]
- Python-Source-Analysis
- Python-Cookbook
- C++
- C++ Primer
- Effective-C++
- More-Effective-C++
- STL Source Analyzer
System Design
- 大型网站技术架构
Math
- Linear-Algebra
- 离散数学
- 概率论与数理统计
- 微积分
- 凸优化
- 非线性规划
Machine Learning
- Data Mining: Practical Machine Learning Tools and Techniques
- Statistical-Learning-Method
- Nature-Of-Statistical-Learning
- ML-Mr-Zhou
- PRML Translation
- MLAPP
- ESL Translation
Deep Learning
- [ ] DL-AI-BibleOther
- 代码大全
- 百面机器学习
- 重构 改善既有代码
Link 
- 算法/深度学习/NLP面试笔记
- Java学习+面试指南
- 关于Python的面试题
- C/C++面试基础知识总结
- 后台开发核心知识
- And many book, blog, github, etc.
Copyright 
- You can look, fork or reprint, but the copyright belongs to individual, reprint please indicate the source.
daidai21@github