Data mining with Rattle

Name: Data mining with Rattle
Price: 9.99 USD
Author: Dr. Gomathi

A GUI based data mining tool

updated on icon Updated on Sep, 2023

language icon Language - English

person icon Dr. Gomathi

architecture icon Development,Data Mining,Rattle

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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

What will you learn in this course:

Data mining
Rattle
Machine learning
Classification
Evaluating Data mining model
All about data
Data mining tool

Prerequisites

What are the prerequisites for this course?

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

Microsoft Certified Trainer | Google for Education Certified Trainer | Head, Learning and Development

Dr. S. Gomathi is a Heading Learning and Development and a Sr Technical Lead at Atna Technologies India Pvt., Ltd. She is a Microsoft Certified Trainer (MCT), Microsoft Certified Data Analyst Associate (PL-300), Microsoft Certified Power Platform Developer (PL-400), Google for Education Certified Trainer, IEEE Senior Member, a Lifetime member of the Computer Society of India, certified Publons academy peer reviewer, a fellow member in Scholars Academic and Scientific Society, a reviewer in a SCOPUS indexed journal, a reviewer in two international journals, editor in two international journals and professional member in many renowned organizations. She has 11+ years of experience as a trainer and professor in both academics and Industry. She is an Asia Book of Record & Indian Book of Record holder and received various awards as “Young Scientist,” “Women Scientist,” “Young researcher, and so on from various renowned organizations. She has a keen interest in Data Science, Data Visualization, ETL tools, Big data, business analytics, data mining, and machine learning.

She has trained many IT professionals on Power BI, Power Apps, Power Automate, Tableau, Python for data science, SQL, ETL tools, etc.,

Recent Power Apps, Power Automate, and Sharepoint Training: Cameron Manufacturing (India) Private Limited from 28th July 2022 to 11th August 2022 for 21 participants. (Onsite training)

Client list: HTC Global Services, Schneider Electric, REG (Renewable energy group)

Dr. S. Gomathi has been a keynote speaker for the webinars conducted by renowned colleges like PSGR Krishnammal College, Hindustan College, Nehru College of Arts and Science, KGCAS college and also delivered speeches in international conferences. She has published 16 research articles in SCOPUS-indexed journals, 23 articles in International UGC care journals, and International Conferences. She has authored three books. She has six National patents and five international patents.