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Title: :  A Study On Training of Data Set Generation in Machine Learning
PaperId: :  15215
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 1 2018
DUI:    16.0415/IJARIIE-15215
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Satish Kumar GuptaResearch Scholar, OPJS University, Churu, Rajasthan.
Dr. Yashpal SinghResearch Scholar, OPJS University, Churu, Rajasthan.

Abstract

Computer Science
Data Collection, Data Acquisition, Data Labelling, Machine Learning
The gathering of data is a key component in machine learning and is an ongoing subject of study in many groups. Recently, data gathering has become a major problem for most of two reasons. We are first seeing new applications, which don't necessarily have sufficient labelled data, since master learning is being more utilised. Second, deep learning methods automatically create features that reduce the costs of characteristic procedures, as opposed to conventional machine learning, but, in turn, may need greater quantities of labelled data. Interestingly, current data collector research not only comes from the community of machine learning, natural language and computer vision, but also from the community of data management owing to the significance of huge quantities of information. In this survey, we conduct a thorough examination of data collecting from the point of view of data management. The gathering of data mainly involves acquisition of data, data labelling and the enhancement of existing data or models. Our research landscape provides a guidance on how to utilise these procedures when and identifies intriguing research problems. Integration of mechanical learning and data management in data gathering is part of a major trend towards integration of Big Data with Artificial Intelligence (AI).

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IJARIIE Satish Kumar Gupta, and Dr. Yashpal Singh. "A Study On Training of Data Set Generation in Machine Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 1 2018 Page 1537-1542
MLA Satish Kumar Gupta, and Dr. Yashpal Singh. "A Study On Training of Data Set Generation in Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 4.1(2018) : 1537-1542.
APA Satish Kumar Gupta, & Dr. Yashpal Singh. (2018). A Study On Training of Data Set Generation in Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 4(1), 1537-1542.
Chicago Satish Kumar Gupta, and Dr. Yashpal Singh. "A Study On Training of Data Set Generation in Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 1 (2018) : 1537-1542.
Oxford Satish Kumar Gupta, and Dr. Yashpal Singh. 'A Study On Training of Data Set Generation in Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 1, 2018, p. 1537-1542. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_Study_On_Training_of_Data_Set_Generation_in_Machine_Learning_ijariie15215.pdf (Accessed : ).
Harvard Satish Kumar Gupta, and Dr. Yashpal Singh. (2018) 'A Study On Training of Data Set Generation in Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 4(1), pp. 1537-1542IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_Study_On_Training_of_Data_Set_Generation_in_Machine_Learning_ijariie15215.pdf (Accessed : )
IEEE Satish Kumar Gupta, and Dr. Yashpal Singh, "A Study On Training of Data Set Generation in Machine Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 1, pp. 1537-1542, Jan-Feb 2018. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_Study_On_Training_of_Data_Set_Generation_in_Machine_Learning_ijariie15215.pdf [Accessed : ].
Turabian Satish Kumar Gupta, and Dr. Yashpal Singh. "A Study On Training of Data Set Generation in Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 1 ().
Vancouver Satish Kumar Gupta, and Dr. Yashpal Singh. A Study On Training of Data Set Generation in Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : ]; 4(1) : 1537-1542. Available from: http://ijariie.com/AdminUploadPdf/A_Study_On_Training_of_Data_Set_Generation_in_Machine_Learning_ijariie15215.pdf
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