Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Book Chapter Book Chapter Faculty Publications- Book Chapter Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Big Data Preprocessing for Modern World: Opportunities and Challenges Subject The topic of the resource Big data; Data analytics; Data cleaning; Distributed computing; Hadoop file system; Noisy data; Preprocessing Description An account of the resource Big data is an often misunderstood business term in the modern world. Multiple devices are connected to the internet and a democratization of available technologies. The data is generated almost exponential rate. This data is generated in large quantities, at a high speed and belongs to myriad categories. Coupled with advances in storage and processing hardware, it can derive insights from these bigger number of data but it works effectively. The data is to be transformed in the form of understandable and useable insights by algorithms and models. The data mining steps require data that is cleaned and structured to a larger extent. This is achieved by using various algorithms, processes and applications known as data pre-processing techniques. This article reviews the various data pre-processing techniques from a big data point of view. 2019, Springer Nature Switzerland AG. Creator An entity primarily responsible for making the resource Prakash A.; Navya N.; Natarajan J. Source A related resource from which the described resource is derived Lecture Notes on Data Engineering and Communications Technologies, Vol-26, pp. 335-343. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2019-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-3-030-03146-6_37" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-3-030-03146-6_37</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067551297&amp;doi=10.1007%2F978-3-030-03146-6_37&amp;partnerID=40&amp;md5=1febb9cb5ca199fc0a1fd3b099cd0c83" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067551297&amp;doi=10.1007%2f978-3-030-03146-6_37&amp;partnerID=40&amp;md5=1febb9cb5ca199fc0a1fd3b099cd0c83</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23674512 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Prakash A., Department of Computer Science and Engineering, CHRIST (Deemed to Be University), Bangalore, India; Navya N., Department of Computer Science and Engineering, CHRIST (Deemed to Be University), Bangalore, India; Natarajan J., Department of Computer Science and Engineering, CHRIST (Deemed to Be University), Bangalore, India