In the world of data mining and machine learning, there are many tools, each of which has its own users. Meanwhile, some of these softwares are more popular. In this article, we try to introduce 6 free software in the field of data mining, by which you can implement various algorithms and methods of machine learning, deep learning, text mining, image mining, etc. on your data. These softwares have the ability to implement various parts and different methods in data mining. For example, the ability to pre-process data, sort, and clean data, transfer data to different parts, implement classification algorithms, clustering, dependency rules, evaluate models, and visualize data are some features that these applications have implemented.
One of the features of these softwares are that those who do not have programming knowledge can also do various data mining projects with these softwares. In fact, these softwares are designed to provide as easy as possible to use and smooth operations and workflows. The order of the introduction does not indicate a specific case.
Definitely one of the simplest and most practical data mining software is Orange software. By designing a simple and smooth graphical environment, this software has been able to provide the user with various methods and algorithms for machine learning, and different users can easily use this software even without programming knowledge. You can download this software for your operating system from the Orange website and by referring to the help section of this website, you can get acquainted with the different sections, algorithms, and different applications of this software.
RapidMiner is perhaps the most popular free software in the field of data mining. This software, with its exemplary simplicity and high quality of implementation, has been able to help expert users as well as general users. Existence of different algorithms, sequential methods and creating workflows has made RapidMiner one of the most popular software in this field. You can download this software from RapidMiner website. RapidMiner also has a web-based version that allows enthusiasts to build and use their own models in the cloud without downloading software. Also in RapidMiner Academy, you can get acquainted with the various features and applications of this software in the field of data science.
Weka software is one of the oldest and most powerful software in data mining. Of course, there is also a Java language library that Java programmers can use in their applications. The ability to manage large files and ease of use is one of the advantages of this software. You can download Weka from the waikato website and install it on your operating system. Also on this website, a set of data mining training has been taught by Weka software.
KNIME software is another free and text-based application in the field of data mining. In addition to creating a professional environment, this software also considers simplicity in design and use. The existence of different methods and algorithms in the field of preprocessing, classification, clustering and display and evaluation of data and models, has made this software as the first option for some experts in the field of data science. You can download KNIME software from the website of this software. This website also has a collection of practical tutorials for KNIME software for studying and learning.
DataMelt is free, open source software that may not be well received by data mining and machine learning professionals. This software is one of the suitable options for various calculations in the field of machine learning and data visualization. With the help of this software, you can perform a variety of statistical and computational methods on your data and view the results. DataMelt as a library can also be used in your application. You can download this software from the DataMelt website and install it on your operating system.
If you have worked with neural networks, you are aware of the power of these networks in designing data mining models. These algorithms have the ability to recognize complex patterns with high accuracy. NeuralDesigner software is one of the software that is specially built for designing and implementing neural networks. Using this software, you can design and evaluate different models and architectures of neural networks. The free version of this software is available on the NeuralDesinger website with various tutorials that you can install on your operating system.