Giter VIP home page Giter VIP logo

100days-ml-code's Introduction

100days-ML-code（翻译+ 实操）

1 原文----Avik-jain/100-days-of-ML

2 翻译汉化项目----MachineLearning100/100-Days-Of-ML-Code

ps:个人认为：谷歌翻译水平，无详细注释讲解，仅仅适合参考或者快食。

  • Tip🌟 ：如果下面 ipynb 文件打开速度过慢或者打不开，可以将文件链接复制到 https://nbviewer.jupyter.org/ 进行打开

1. Day1---Data preprocessing

code

2. Day2---Simple linear regression

code

3. Day3---Multiple linear regression

code

4. Day4+Day5+Day6---Logistic regression

code

5. Day7-8-9-10---KNN

code

6. Day 11-12-13-14---SVM

code

7. Day 15-16-17 --- Data Visualization

1. Data Visualization by Pandas(matplotlib)

2. Data Visualization by Seaborn

3. Time series data Visualization

8. Day 18-19-20 --- Linear Algebra

8. Day 21-22-23 --- Probability and Mathematical Statistics

  • 概率论基础知识快速学习回顾

  • 本篇笔记主要是概率论相关知识学习，数理统计相关在下一篇。

  • 主要参考：

    《概率论与数理统计》齐民友, 武汉大学

    《Probability and Statistics》Morris H. DeGroot , Carnegie Mellon University

100days-ml-code's People

Contributors

liuchuang0059 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.