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Data mining with Rattle

person icon Dr. Gomathi

4.5

Data mining with Rattle

A GUI based data mining tool

updated on icon Updated on Jul, 2024

language icon Language - English

person icon Dr. Gomathi

English [CC]

category icon Development,Data Mining,Rattle

Lectures -20

Duration -1.5 hours

4.5

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Course Description

In this course, you will learn about Rattle GUI which is an interactive tool for data mining.

Rattle GUI is a free and open-source software package providing a graphical user interface (GUI) for data mining using the R statistical programming language. Rattle is used in a variety of situations. Rattle provides considerable data mining functionality by exposing the power of the R Statistical Software through a graphical user interface.

Rattle is also used as a teaching facility to learn the R software Language. There is a Log Code tab, which replicates the R code for any activity undertaken in the GUI, which can be copied and pasted. Rattle can be used for statistical analysis, or model generation. Rattle allows for the dataset to be partitioned into training, validation and testing. The dataset can be viewed and edited. There is also an option for scoring an external data file.

Data mining is the analysis of data and the use of software techniques for finding patterns and regularities in sets of data. The computer is responsible for finding the patterns by identifying the underlying rules and features in the data. The actual data mining task is the semi-automatic or automatic analysis of large quantities of data to extract previously unknown, interesting patterns such as groups of data records

Who this course is for:

  • Beginners who want to learn data mining tool
  • Anybody who wish to do data mining without code
  • GUI based Data mining tool

Goals

  • Data mining

  • Rattle

  • Machine learning

  • Classification

  • Evaluating Data mining model

  • All about data

  • Data mining tool

Prerequisites

  • Be able to work with computer

  • Should know the basics of Data mining

Data mining with Rattle

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction
6 Lectures
  • play icon Introduction to Data Mining 14:28 14:28
  • play icon Introduction to R and Rattle 01:52 01:52
  • play icon Instructions to install R and Rattle 03:17 03:17
  • play icon Installing and launching Rattle 03:26 03:26
  • play icon Getting Started with Rattle 04:10 04:10
  • play icon Data Terminologies 04:13 04:13
Data Tab
1 Lectures
Tutorialspoint
Explore Tab
4 Lectures
Tutorialspoint
Test
1 Lectures
Tutorialspoint
Transform
1 Lectures
Tutorialspoint
Cluster
1 Lectures
Tutorialspoint
Associate
1 Lectures
Tutorialspoint
Model-Tree
1 Lectures
Tutorialspoint
Evaluate
1 Lectures
Tutorialspoint
Log
1 Lectures
Tutorialspoint
Deal with Warnings
2 Lectures
Tutorialspoint

Instructor Details

Dr. Gomathi

Dr. Gomathi


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