Linear_regression_tutorial

First something about training the data

  • Training set –> learning algorithm –> hypothesis –> estimated data
  • And we will use multiple features.

What is linear regression

  • To say the idea in normal, we will have n feature
  • And what we are going to do is to observe them and suppose that they should be in a linear method.
  • And we should develop a way to find out the parameter to suit the hypothesis function.
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The Difference Between Data Mining and Machine Learning

What is machine learning?

  • Machine learning is is a system that decide the system what to do next
    • but also improve the system with the answer that exist
  • It is focus more on a feedback framework.
    • That is to say, the system may be not very smart at first
      • but it may be smarter after training
  • What’s more, this area is one of the most important part in AI.
    • And the first aim to develop this method is that the scientist want to make the computer system ot have enough intelligence to develop AI.
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The Note of ERP Class

ERP Note

ERP theory
Business workflow
ERP system modules
Benefits of ERP
ERP  system selection & implementation
ERP project evaluation
Application
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ERP
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Tree Based Ensemble Method Introduction

Tree-based ensemble methods

random forest
gradient boosted decision trees
  • main idea is greedy algorithm
    • 通过构造一棵决策树分类器
  • 随机森林是通过构造10000课树
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Basic Idea of MVC

What is MVC?

  • MVC模式(Model-View-Controller)是软件工程中的一种软件架构模式,把软件系统分为三个基本部分:模型(Model)、视图(View)和控制器(Controller)。
  • MVC在这几年应该被非常多的人所熟悉了,因为相当多的web框架采用的是这套架构,此外,早在MFC横行的年代,MFC所采用的document/view架构也是MVC架构的变种。包括QT,它的model/view亦是如此。只不过它们都将MVC中的view和controller的功能整合到了一起。
  • MVC的全称是model-view-controller architecture,最早被用在了smalltalk语言中。MVC最适合用在交互式的应用程序中。
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C Pointer Tutorial (1)

First is the basic

  • About #
    • these code are processed by the preprocessor
    • After the preprocessor read the code, the preprocessor directives will deal with it
    • then give the main code that are dealed with by the preprocessor directives to the complier
    • like #include <stdio.h>
      • It means that use the content in the stdio.h to replace the #
  • About const
    • the value that is named const can not be modified
    • and it would be better to use const than define to define some const value.
  • About passing the value

    • in C programming language
      • all the array is passed using reference(if the value change in the function, it will change.)
      • and all the value and const value are passed using value(if the value change in the function, it will not change.)
  • About string I/O

    • gets
      • it is used to read a line in the content and store it as a parameter to pass to the array
      • the input line contains: a string and a newline
    • puts
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c
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