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Title: :  MACHINE LEARNING FOR ELEVATED AGRICULTURAL PRODUCTIVITY
PaperId: :  13216
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 6 2020
DUI:    16.0415/IJARIIE-13216
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
G. Raghavendra PrasadAmity University Chhattisgarh

Abstract

Computer Engineering
ML, agriculture, productivity, algorithms, GDP.
60.45% of total land area is agricultural land in India- reports the World Bank collection of development indicators in 2015. Furthermore, agriculture contributes about 16% of total GDP. Modernizing the agriculture techniques is of utter importance. Agriculture seems to be deprived of technological advancement as compared to other sections. The new emerging technologies like Machine Learning, AI, Big Data etc. can be implemented for making the agriculture system more reliable & profitable. This paper has been prepared as an effort to reassess the studies on the relevance of machine learning techniques in the field of agricultural crop production. Machine learning has rose with big data technologies and high-performance computing to make new open doors for data intensive science in the multi-disciplinary agriculture-technological area. Currently, agriculture uses about 83% of the total water consumption in India. This paper deals with Smart Agriculture methods for monitoring soil’s water retentivity, type of crop, climate in a field, water requirement, water availability and providing a decision support system that is able to learn with the help of supervised learning algorithms resulting in improving the productivity and profit margins.

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IJARIIE G. Raghavendra Prasad. "MACHINE LEARNING FOR ELEVATED AGRICULTURAL PRODUCTIVITY" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 6 2020 Page 984-987
MLA G. Raghavendra Prasad. "MACHINE LEARNING FOR ELEVATED AGRICULTURAL PRODUCTIVITY." International Journal Of Advance Research And Innovative Ideas In Education 6.6(2020) : 984-987.
APA G. Raghavendra Prasad. (2020). MACHINE LEARNING FOR ELEVATED AGRICULTURAL PRODUCTIVITY. International Journal Of Advance Research And Innovative Ideas In Education, 6(6), 984-987.
Chicago G. Raghavendra Prasad. "MACHINE LEARNING FOR ELEVATED AGRICULTURAL PRODUCTIVITY." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 6 (2020) : 984-987.
Oxford G. Raghavendra Prasad. 'MACHINE LEARNING FOR ELEVATED AGRICULTURAL PRODUCTIVITY', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 6, 2020, p. 984-987. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/MACHINE_LEARNING_FOR_ELEVATED_AGRICULTURAL_PRODUCTIVITY_ijariie13216.pdf (Accessed : 19 December 2024).
Harvard G. Raghavendra Prasad. (2020) 'MACHINE LEARNING FOR ELEVATED AGRICULTURAL PRODUCTIVITY', International Journal Of Advance Research And Innovative Ideas In Education, 6(6), pp. 984-987IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/MACHINE_LEARNING_FOR_ELEVATED_AGRICULTURAL_PRODUCTIVITY_ijariie13216.pdf (Accessed : 19 December 2024)
IEEE G. Raghavendra Prasad, "MACHINE LEARNING FOR ELEVATED AGRICULTURAL PRODUCTIVITY," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 6, pp. 984-987, Nov-Dec 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/MACHINE_LEARNING_FOR_ELEVATED_AGRICULTURAL_PRODUCTIVITY_ijariie13216.pdf [Accessed : 19 December 2024].
Turabian G. Raghavendra Prasad. "MACHINE LEARNING FOR ELEVATED AGRICULTURAL PRODUCTIVITY." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 6 (19 December 2024).
Vancouver G. Raghavendra Prasad. MACHINE LEARNING FOR ELEVATED AGRICULTURAL PRODUCTIVITY. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : 19 December 2024]; 6(6) : 984-987. Available from: https://ijariie.com/AdminUploadPdf/MACHINE_LEARNING_FOR_ELEVATED_AGRICULTURAL_PRODUCTIVITY_ijariie13216.pdf
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