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Data mining tools are the set of practices which are used to analyze data from various perspectives and dimensions, classifying & grouping the data, finding previously unknown hidden patterns, and summarizing identified relationships. Data mining tools are used to expose patterns, grouping, and trends from a very large set of data. These tools have a standard approach to data mining which includes six phases, namely, business understanding, data understanding, data preparation, modelling, evaluation, and deployment. Different industries across the global are using data mining with pattern recognition and other useful tools to enhance their data mining capabilities which is propelling the demand for data mining tools market. Data mining tools can uplift customer knowledge and enable smart decision making.
Increase in the amount of data generation, data mining, and data storage across different industries such as banking, process manufacturing, and ongoing digital transformation in many sectors and increased awareness among enterprises to leverage the available data assets are the major factors that drive the data mining tools market growth. In addition, growth in demand for artificial intelligence and machine-learning technologies further fuels the growth of the market. However, various data privacy & security concerns and various government rules and regulations across the global hampers the market growth. Furthermore, increase in the need for creating insights from raw data and surge in the need for embedded intelligence to gain competitive advantage are anticipated to create the major opportunities in the data mining tools market.
The market is segmented into component, deployment mode, organization size, industry vertical and region. In terms of component the market is segmented into tools and services. Based on deployment mode, it is divided into on-premise and cloud. As per organization size, it is segmented into large enterprises and small & medium enterprises. As per industry vertical, data mining tools market is categorized into BFSI, retail & e-commerce, manufacturing, government & defense, energy & utilities, IT & telecom, education, healthcare and others. Region-wise, it is analyzed across North America, Europe, Asia-Pacific, and LAMEA.
The key players profiled in the data mining tools market analysis are IBM Corporation, Microsoft Corporation, Oracle Corporation, Intel Corporation, Teradata, SAS Institute Inc., SAP SE, Fair Isaac Corporation, RapidMiner Inc., and Megaputer Intelligence Inc. The current and future data mining tools market trends are outlined to determine the overall attractiveness of the market.
Key Market Segments
Key Market Players