Giter Club home page Giter Club logo

andrewng-machine-learning-notes's Introduction

Cousera《机器学习(吴恩达)》课程笔记

吴恩达机器学习课程笔记。


课堂笔记

Week 1:引言,单变量线性回归,代价函数,梯度下降,线性代数回顾

Week 2:多变量线性回归,特征归一化,特征与多项式回归,正规方程,Octave教程

Week 3:逻辑回归,二分类问题,多分类问题,正则化

Week 4:神经网络的表示,非线性假设,多分类问题


编程作业

Week 2:编程作业1 - 线性回归

Week 3:编程作业2 - 逻辑回归

Week 4:编程作业3 - 多分类和神经网络

Week 5:编程作业4 - 神经网络:学习

Week 6:编程作业5 - 正则化线性回归,偏差 v.s. 方差

Week 7:编程作业6 - 支持向量机

andrewng-machine-learning-notes's People

Contributors

moranzcw 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.