{"id":9130,"date":"2018-02-23T10:04:23","date_gmt":"2018-02-23T10:04:23","guid":{"rendered":"https:\/\/data-flair.training\/blogs\/?p=9130"},"modified":"2021-05-28T13:02:02","modified_gmt":"2021-05-28T07:32:02","slug":"data-mining-tools-techniques","status":"publish","type":"post","link":"https:\/\/data-flair.training\/blogs\/data-mining-tools-techniques\/","title":{"rendered":"19 Best Data Mining Tools – Open Source Tools & Techniques"},"content":{"rendered":"
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1. Objective<\/span><\/h2>\n

After Data Mining Techniques Tutorial<\/a><\/strong>, here, we will discuss the best\u00a0Data Mining Tools. Also, we will try to cover the top and best\u00a0Data Mining Tools and techniques. Moreover, we will mention for each tool whether the tool is open source or not.<\/p>\n

So, let’s start Data Mining Tools.<\/p>\n

\"What<\/a>

What is Data Mining Tools<\/p><\/div>\n<\/div>\n

2. Data Mining Tools<\/h2>\n
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i. Rapid Miner<\/h3>\n<\/div>\n
\u00a0Availability: Open source<\/div>\n
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\"Data<\/a>

Data Mining Tools – Rapid Miner<\/p><\/div>\n<\/div>\n

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It is one of the best predictive analysis systems. Also, it was developed by<\/span> the company with the same name as the Rapid Miner. It is written<\/span> in JAVA programming language<\/strong><\/a>. It provides an integrated environment for deep learning.<\/div>\n<\/div>\n
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The tool can be used<\/span> for over a vast range of applications. As it includes for business applications, commercial applications, training, education, etc.<\/div>\n<\/div>\n
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Rapid Miner offers the server as both on-premise & in public\/private cloud infrastructures. It has a client\/server model as its base. Rapid Miner comes with template based frameworks. Also, it enables speedy delivery with a reduced number of errors.<\/div>\n<\/div>\n
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Rapid Miner constitutes<\/span> of three modules, namely<\/span><\/div>\n
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R.M Studio- This module is for workflow design, prototyping, validation etc.<\/div>\n<\/div>\n
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Rapid Miner Server- To operate predictive data models created in studio<\/div>\n<\/div>\n
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R.M Radoop- Executes processes directly<\/span> in Hadoop cluster<\/strong> <\/a>to simplify predictive analysis.<\/div>\n
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Read more about data mining introduction<\/a><\/strong><\/div>\n<\/div>\n
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ii. Orange<\/h3>\n<\/div>\n
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Availability: Open source<\/div>\n
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\"Data<\/a>

Data Mining Tools – Orange<\/p><\/div>\n<\/div>\n<\/div>\n

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Orange is a perfect software suite for machine learning<\/strong><\/a> & data mining. It best aids the data visualization and is a component-based software.<\/div>\n
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As it is a software, the components of orange are called<\/span> \u2018widgets\u2019.<\/div>\n<\/div>\n
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Widgets offer major functionalities like<\/div>\n<\/div>\n
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