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Title: :  RAINFALL PREDICTION USING MACHINE LEARNING AND DEEP LEARNING
PaperId: :  16802
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-16802
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Hussain ShaikhLate GN Sapkal College of Engineering
Nitish SharmaLate GN Sapkal College of Engineering
Rohit PatilLate GN Sapkal College of Engineering
Pratiksha BurkeLate GN Sapkal College of Engineering

Abstract

COMPUTER ENGINEERING
Rainfall, Prediction, Artificial Neural Network ,Deep Learning , Regression.
Rainfall plays an important role in the formation of fauna and flora of natural life. It is not just significant for human beings but also for animals, plants and all living things. It plays a significant role in agriculture and farming . In India, Agriculture is the key point for survival and for agriculture, rainfall is most important. These days rainfall prediction has become a major problem. Prediction of rainfall gives awareness to people and they know in advance about rainfall to take certain precautions to protect their crops from rainfall. Many techniques came into existence to predict rainfall. Machine Learning algorithms are mostly useful in predicting rainfall. Some of the major Machine Learning algorithms are ARIMA Model( AutoRegressive Integrated Moving Average, Artificial Neural Network, Logistic Regression, Support Vector Machine and Self Organizing Map. Two commonly used models predict seasonal rainfall such as Linear and Non-Linear models. The first models are the ARIMA Model. While using Artificial Neural Network(ANN) predicting rainfall can be done using Back Propagation NN, Cascade NN or Layer Recurrent Network. Artificial NN is same as Biological Neural Networks

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IJARIIE Hussain Shaikh, Nitish Sharma, Rohit Patil, and Pratiksha Burke. "RAINFALL PREDICTION USING MACHINE LEARNING AND DEEP LEARNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 1451-1455
MLA Hussain Shaikh, Nitish Sharma, Rohit Patil, and Pratiksha Burke. "RAINFALL PREDICTION USING MACHINE LEARNING AND DEEP LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 1451-1455.
APA Hussain Shaikh, Nitish Sharma, Rohit Patil, & Pratiksha Burke. (2022). RAINFALL PREDICTION USING MACHINE LEARNING AND DEEP LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 1451-1455.
Chicago Hussain Shaikh, Nitish Sharma, Rohit Patil, and Pratiksha Burke. "RAINFALL PREDICTION USING MACHINE LEARNING AND DEEP LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 1451-1455.
Oxford Hussain Shaikh, Nitish Sharma, Rohit Patil, and Pratiksha Burke. 'RAINFALL PREDICTION USING MACHINE LEARNING AND DEEP LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 1451-1455. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/RAINFALL_PREDICTION_USING_MACHINE_LEARNING_AND_DEEP_LEARNING_ijariie16802.pdf (Accessed : ).
Harvard Hussain Shaikh, Nitish Sharma, Rohit Patil, and Pratiksha Burke. (2022) 'RAINFALL PREDICTION USING MACHINE LEARNING AND DEEP LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 1451-1455IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/RAINFALL_PREDICTION_USING_MACHINE_LEARNING_AND_DEEP_LEARNING_ijariie16802.pdf (Accessed : )
IEEE Hussain Shaikh, Nitish Sharma, Rohit Patil, and Pratiksha Burke, "RAINFALL PREDICTION USING MACHINE LEARNING AND DEEP LEARNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 1451-1455, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/RAINFALL_PREDICTION_USING_MACHINE_LEARNING_AND_DEEP_LEARNING_ijariie16802.pdf [Accessed : ].
Turabian Hussain Shaikh, Nitish Sharma, Rohit Patil, and Pratiksha Burke. "RAINFALL PREDICTION USING MACHINE LEARNING AND DEEP LEARNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 ().
Vancouver Hussain Shaikh, Nitish Sharma, Rohit Patil, and Pratiksha Burke. RAINFALL PREDICTION USING MACHINE LEARNING AND DEEP LEARNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(3) : 1451-1455. Available from: https://ijariie.com/AdminUploadPdf/RAINFALL_PREDICTION_USING_MACHINE_LEARNING_AND_DEEP_LEARNING_ijariie16802.pdf
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