Big Data with Machine Learning


Abstract in English

In recent years, time-critical processing or real-time processing and analytics of bid data have received a significant amount of attentions. There are many areas/domains where real-time processing of data and making timely decision can save thousands of human lives, minimizing the risks of human lives and resources, enhance the quality of human lives, enhance the chance of profitability, efficient resources management etc. This paper has presented such type of real-time big data analytic applications and a classification of those applications. In addition, it presents the time requirements of each type of these applications along with its significant benefits. Also, a general overview of big data to describe a background knowledge on this scope.

References used

https://www.edureka.co/blog/big-data-tutorial
https://www.coursera.org/learn/big-data-machine-learning
https://www.edureka.co/blog/big-data-applications-revolutionizing-various-domains/
https://docs.microsoft.com/en-us/sql/analysis-services/data-mining/discretizationmethods-data-mining?view=sql-analysis-services-2017
Salvador Garcı´a, Julia´n Luengo, Jose´ Antonio Sa´ ez, Victoria Lo´ pez, and Francisco Herrera A Survey of Discretization Techniques: Taxonomy and Empirical Analysis in Supervised Learning
Sergio Ramírez-Gallego, Salvador García Data discretization: taxonomy and big data challenge
Usama Fayyad,Keki Irani Multi interval discretization of continuous attributes for classification learning
https://www.edureka.co/blog/hadoop-tutorial/

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