Which Data Mining tools used by data engineers and data scientists?
Data mining tools help data scientists to extract information, patterns from large amount of data. There are many data mining tools are available but below I am giving you 10 data mining tools you can use for your projects.
(tool description comes with tool website)
Free and open source:
Rapid Miner (Python)
RapidMiner | Best Data Science & Machine Learning Platform
RapidMiner is a leading data science platform that unites data prep, machine learning & predictive model deployment.
https://rapidminer.com/
Weka (Java)
Data Mining with Open Source Machine Learning Software in Java
Weka is a collection of machine learning algorithms for data mining tasks. It contains tools for data preparation, classification, regression, clustering, association rules mining, and visualization. Found only on the islands of New Zealand, the Weka is a flightless bird with an inquisitive nature. The name is pronounced like this , and the bird sounds like this . Weka is open source software issued under the GNU General Public License . We have put together several free online courses that teach machine learning and data mining using Weka. The videos for the courses are available on Youtube. Weka supports deep learning !
https://www.cs.waikato.ac.nz/ml/weka/
KNIME
Free and open source with all your data analysis tools. Create data science solutions with the visual workflow builder, & put them into production in the enterprise.
https://www.knime.com/
Orange Data Mining
Ferenc Borondics, Ph.D. Principal beamline scientist at SMIS SOLEIL synchrotron, France "The scientific community is in need of tools that allow easy construction of workflows and visualizations and are capable of analyzing large amounts of data. Orange is a powerful platform to perform data analysis and visualization, see data flow and become more productive. It provides a clean, open source platform and the possibility to add further functionality for all fields of science." Francesca Vitali, Ph.D. Research Assistant Professor Center for Biomedical Informatics & Biostatistics, The University of Arizona "I teach Orange workshops monthly to a diverse audience, from undergrad students to expert researchers. Orange is very intuitive, and, by the end of the workshop, the participants are able to perform complex data visualization and basic machine learning analyses. Most of our attendees have been able to incorporate this tool in their research practice." Gad Shaulsky, Ph.D. Molecular biologist and Director of Graduate Studies Baylor College of Medicine, Houston, USA "My laboratory produces large amounts of data from RNA-seq, ChIP-seq and genome resequencing experiments. Orange allows me to analyze my data even though I don’t know how to program. It also allows me to communicate with my collaborators, who are experts in data mining, and with my colleagues and trainees."
https://orangedatamining.com/
Apache Mahout
Trevor able to do Mahout in-core matrix addition in Python. Will continue working, but good first step. Want to see POC that DRMs will also “work” and then will sketch... Read Post →
http://mahout.apache.org/
Paid:
SAS enterprise mining
Data Mining Software, Model Development and Deployment, SAS Enterprise Miner
Use powerful data mining software, SAS Enterprise Miner, to create accurate predictive and descriptive models for large volumes of data.
https://www.sas.com/en_us/software/enterprise-miner.html
H20
H2O.ai is the Open Source Leader in AI and ML
H2O.ai is the creator of H2O the leading open source machine learning and artificial intelligence platform trusted by data scientists across 14K enterprises globally. Our vision is to democratize intelligence for everyone with our award winning “AI to do AI” data science platform, Driverless AI.
https://www.h2o.ai/
IBM SPSS Modeler
Interactive ROI calculator for IBM SPSS Modeler Explore the IBM-commissioned Forrester calculator tool to learn about the benefits of investing in SPSS Modeler, including its impact on data science projects, data scientist productivity improvements and cost savings to the business.
https://www.ibm.com/products/spss-modeler
Oracle Data Mining
https://www.oracle.com/database/technologies/advanced-analytics/odm.html
Monkey Learn
Text Analysis and Machine Learning made easy. Get started for free!
https://monkeylearn.com/
Data Driven Decisions:
https://datadrivendecisions.quora.com/
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