Giter Club home page Giter Club logo

learning-data-mining-with-r's Introduction

Learning Data Mining with R

======= Codes repository for the book {Learning Data Mining with R}

###Notes:
##1. [The book of this project can be found at the site of Packt Publishing Limited] (https://www.packtpub.com/big-data-and-business-intelligence/learning-data-mining-r)

##2. Every algorithm will be provided in five levels of difficulty.
(1). Level 1 is the basic form for reader to understand the algorithm in a straight way.
(2). Level 2 is the beyond form for reader to use in work, in which the algorithm in serialized implementation, based on the ordinary available R packages.
(3). Level 3 is the beyond form for reader to use in work, in which the algorithm in serialized implementation, based on my own contributed R packages to CRAN.
(4). Level 4 is the advanced form for readers to use in work, in which the algorithm in an parallelized implementation, based on the ordinary available R packages and solutions.
(5). Level 5 is the advanced form for readers to use in work, in which the algorithm in an parallelized implementation, based on my own contributed R packages to CRAN.

the file names for the sorce codes are suffixed with *_basic.R, *_beyond1.R, *_beyond2.R, *_advanced1.R, *_advanced2.R respectively w.r.t. above 5 levels.

##3. Target for a brand new data mining framework

Requirements

![Learning Data Mining with R] (https://d1ldz4te4covpm.cloudfront.net/sites/default/files/imagecache/ppv4_main_book_cover/1692_Learning%20Data%20mining%20with%20R_cov.jpg)

learning-data-mining-with-r's People

Contributors

batermj avatar

Watchers

 avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.