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Title: :  AN STUDY ON STOCK PRICE PREDICTION USING MACHINE LEARNING AND CLOUD COMPUTING
PaperId: :  14775
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 3 2021
DUI:    16.0415/IJARIIE-14775
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sanket Zambare Pravara Rural Engineering College, Maharashtra, India
Ajinkya Kale Pravara Rural Engineering College, Maharashtra, India
Kartikesh Chaudhari Pravara Rural Engineering College, Maharashtra, India
Devendra KawarPravara Rural Engineering College, Maharashtra, India
Prof.M.D.NirmalPravara Rural Engineering College, Maharashtra, India

Abstract

Computer Engineering
Stock Market, Yahoo Finance API, Cloud Computing, Mobile Computing, Machine Learning, Linear Regression..
As Indians are getting more and more prosperous their savings and investment trends are also changing. Many are not putting their extra money in banks but tends to invest it to get more returns. The best investment destination for many is stock markets, where due to online demat accounts one can easily invest and keep track of the investment by sitting at home or while working. But stock market has its own drawbacks as an investor needs understanding of the stocks he is investing. If he does not look in to financials of a company, he may lose money on a junk stock. So, this kind of investment ecosystem needs help for an investor and a project can be developed which will help an investor save his money and put money on right stocks. So, our stock price prediction framework will be a combination of cloud computing, mobile computing, desktop computing and machine learning together. We are choosing Android app on user side to get stock prices as its penetration in to day life is almost 100 %. First a user sends a request by entering a stock name from his mobile app designed and part of our system. The stock request is then fetched by the desktop server using cloud. We will then create a training dataset by using Yahoo Finance API and getting historical data of the stock. Then a machine learning algorithm Linear Regression is trained and it predicts the prices that the stock can achieve. This price list is then sent to the user using cloud. An alert will also be sent to the user to check price list. Then the user can login and view the stock price list on his mobile. Thus, our system will successfully help an investor in getting better insight of the stock’s price behavior and decide to invest accordingly. Thus, using our system an investor can save a lot of money and time while handling an investment in stock market.

Citations

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IJARIIE Sanket Zambare , Ajinkya Kale , Kartikesh Chaudhari , Devendra Kawar, and Prof.M.D.Nirmal. "AN STUDY ON STOCK PRICE PREDICTION USING MACHINE LEARNING AND CLOUD COMPUTING" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 3 2021 Page 3351-3356
MLA Sanket Zambare , Ajinkya Kale , Kartikesh Chaudhari , Devendra Kawar, and Prof.M.D.Nirmal. "AN STUDY ON STOCK PRICE PREDICTION USING MACHINE LEARNING AND CLOUD COMPUTING." International Journal Of Advance Research And Innovative Ideas In Education 7.3(2021) : 3351-3356.
APA Sanket Zambare , Ajinkya Kale , Kartikesh Chaudhari , Devendra Kawar, & Prof.M.D.Nirmal. (2021). AN STUDY ON STOCK PRICE PREDICTION USING MACHINE LEARNING AND CLOUD COMPUTING. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 3351-3356.
Chicago Sanket Zambare , Ajinkya Kale , Kartikesh Chaudhari , Devendra Kawar, and Prof.M.D.Nirmal. "AN STUDY ON STOCK PRICE PREDICTION USING MACHINE LEARNING AND CLOUD COMPUTING." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 3 (2021) : 3351-3356.
Oxford Sanket Zambare , Ajinkya Kale , Kartikesh Chaudhari , Devendra Kawar, and Prof.M.D.Nirmal. 'AN STUDY ON STOCK PRICE PREDICTION USING MACHINE LEARNING AND CLOUD COMPUTING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, 2021, p. 3351-3356. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/AN_STUDY_ON_STOCK_PRICE_PREDICTION_USING_MACHINE_LEARNING_AND_CLOUD_COMPUTING_ijariie14775.pdf (Accessed : ).
Harvard Sanket Zambare , Ajinkya Kale , Kartikesh Chaudhari , Devendra Kawar, and Prof.M.D.Nirmal. (2021) 'AN STUDY ON STOCK PRICE PREDICTION USING MACHINE LEARNING AND CLOUD COMPUTING', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 3351-3356IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/AN_STUDY_ON_STOCK_PRICE_PREDICTION_USING_MACHINE_LEARNING_AND_CLOUD_COMPUTING_ijariie14775.pdf (Accessed : )
IEEE Sanket Zambare , Ajinkya Kale , Kartikesh Chaudhari , Devendra Kawar, and Prof.M.D.Nirmal, "AN STUDY ON STOCK PRICE PREDICTION USING MACHINE LEARNING AND CLOUD COMPUTING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, pp. 3351-3356, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/AN_STUDY_ON_STOCK_PRICE_PREDICTION_USING_MACHINE_LEARNING_AND_CLOUD_COMPUTING_ijariie14775.pdf [Accessed : ].
Turabian Sanket Zambare , Ajinkya Kale , Kartikesh Chaudhari , Devendra Kawar, and Prof.M.D.Nirmal. "AN STUDY ON STOCK PRICE PREDICTION USING MACHINE LEARNING AND CLOUD COMPUTING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 3 ().
Vancouver Sanket Zambare , Ajinkya Kale , Kartikesh Chaudhari , Devendra Kawar, and Prof.M.D.Nirmal. AN STUDY ON STOCK PRICE PREDICTION USING MACHINE LEARNING AND CLOUD COMPUTING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : ]; 7(3) : 3351-3356. Available from: https://ijariie.com/AdminUploadPdf/AN_STUDY_ON_STOCK_PRICE_PREDICTION_USING_MACHINE_LEARNING_AND_CLOUD_COMPUTING_ijariie14775.pdf
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