Data mining with Rattle
Master Data Mining Using Rattle GUI: Step-by-Step Online Course
Updated on Nov, 2025
Language - English
Development ,Data Science,Big Data
Lectures -20
Duration -1.5 hours
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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 a data mining tool.
- Anybody who wishes 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
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction
6 Lectures
-
Introduction to Data Mining
14:28
14:28
-
Introduction to R and Rattle
01:52
01:52
-
Instructions to install R and Rattle
03:17
03:17
-
Installing and launching Rattle
03:26
03:26
-
Getting Started with Rattle
04:10
04:10
-
Data Terminologies
04:13
04:13
Data Tab
1 Lectures
Explore Tab
4 Lectures
Test
1 Lectures
Transform
1 Lectures
Cluster
1 Lectures
Associate
1 Lectures
Model-Tree
1 Lectures
Evaluate
1 Lectures
Log
1 Lectures
Deal with Warnings
2 Lectures
Instructor Details
Dr. Gomathi
With over 14 years of experience in academia and industry, Dr. Gomathi has excelled as a trainer, professor, and thought leader, specializing in Business Central, Power BI, Power Apps, Tableau, Data Science, ETL tools, Big Data, and Machine Learning. Her work has empowered professionals and organisations to leverage data insights for innovation and efficiency.
She is an active member of the Computer Society of India and has made significant contributions as a peer reviewer and editor for SCOPUS-indexed and international journals. Her expertise in Microsoft Dynamics 365 Business Central is reflected in her authorship of two published books, further establishing her authority in the field.
Dr. Gomathi has earned several prestigious awards, including the Asia Book of Records and India Book of Records titles and the "Young Scientist" and "Women Scientist" awards. As a holder of seven national and international patents, she inspires the tech and analytics communities, leading the way in the ever-evolving world of innovation.
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