Data mining is the concept of extracting relationships and patterns from the data of operational systems.
The main advantage is we can predict the relationship/Patterns. This is a fast-growing technology. In the market many tools are available. Each has its own merits and demerits. Basically, you need data warehousing knowledge to get further into mining:
Data Mining Tools (source data mining tools)
- Clementine from SPSS, leading visual rapid modeling environment for data mining. Now includes Clementine Server.
- Data Applied, offers a comprehensive suite of web-based data mining techniques, an XML web API, and rich data visualizations.
- IBM Intelligent Miner Data Mining Suite, now fully integrated into the IBM InfoSphere Warehouse software; includes Data and Text mining tools (based on UIMA).
- KXEN(Knowledge eXtraction ENgines), providing Vapnik SVM (Support Vector Machines) tools, including data preparation, segmentation, time series, and SVM classifiers.
- Microsoft SQL Server 2008, empowers informed decisions with predictive analysis through intuitive data mining, seamlessly integrated within the Microsoft BI platform, and extensible into any application.
- Oracle Data Mining (ODM), provides GUI, PL/SQL-interface, and Java-interface to Attribute Importance, Bayes Classification, Association Rules, Clustering, SVM, and more.
- Salford Systems Data Mining Suite: CART Decision Trees, MARS predictive modeling, automated regression, TreeNet classification and regression, data access, preparation, cleaning and reporting modules, RandomForests predictive modeling, clustering, and anomaly detection.
- SAS Enterprise Miner, an integrated suite that provides a user-friendly GUI front-end to the SEMMA (Sample, Explore, Modify, Model, Assess) process.
- SPSSfeaturing Clementine, SPSS and other data mining tools.
- Statistica Data Miner, a comprehensive, integrated statistical data analysis, graphics, database management, and application development system.
- Teradata Warehouse Miner and Teradata Analytics, providing analytic services for in-place mining on a Teradata DBMS.
- XLMiner, Data Mining Add-In For Excel.
Recent posts
-
Tony Robbins Vocabulary: 50 Powerful Words and Phrases to Improve Your English
Learn 50 powerful Tony Robbins vocabulary words and phrases with simple meanings and example sentences to improve your English speaking skills
-
Migrating JSON Files from AWS S3 to PostgreSQL Using AWS Glue and PySpark
Migrating JSON files from AWS S3 to PostgreSQL using AWS Glue and PySpark is one of the most common data engineering challenges teams face today. In this guide, you will learn exactly how to build a production-grade AWS Glue JSON to PostgreSQL migration pipeline — from reading raw JSON files in S3 to writing clean,…
-
5 PySpark Performance Anti-Patterns on Databricks (And How to Fix Them)
Databricks makes scaling big data processing feel almost effortless. Under the hood, however, writing PySpark without understanding how Apache Spark and Delta Lake execute your code can quietly ruin performance, spike DBU costs, and cause out-of-memory (OOM) crashes. Below are 5 common PySpark anti-patterns seen in production, along with exact code fixes to keep your…
