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Title: :  Stock Price Prediction Using Machine Learning Algorithm
PaperId: :  17115
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-17115
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Pranav Sanjeev MaliDKTE'S Textile and Engineering Institute, Ichalkaranji
Prathamesh Mohan ChatteDKTE'S Textile and Engineering Institute, Ichalkaranji.
Pritam Sukumar AwateDKTE'S Textile and Engineering Institute, Ichalkaranji
Hritik Shrikant AtwadDKTE'S Textile and Engineering Institute, Ichalkaranji
Prof. S. D. GokhaleDKTE'S Textile and Engineering Institute, Ichalkaranji

Abstract

Electronics Engineering
Stock market ,LSTM,RNN,KERAS, future stock price prediction, stock prediction
Investment firms, hedge funds and even individuals have been using financial models to better understand market behavior and make profitable investments and trades. A wealth of information is available in the form of historical stock prices and company performance data, suitable for machine learning algorithms to process. Can we actually predict stock prices with machine learning? Investors make educated guesses by analyzing data. They'll read the news, study the company history, industry trends and other lots of data points that go into making a prediction. For data with timeframes recurrent neural networks (RNNs) come in handy but recent researches have shown that LSTM, networks are the most popular and useful variants of RNNs. We have used the Keras to build a LSTM to predict stock prices using historical closing price and trading volume and visualize both the predicted price values over time and the optimal parameters for the model.

Citations

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IJARIIE Pranav Sanjeev Mali, Prathamesh Mohan Chatte, Pritam Sukumar Awate, Hritik Shrikant Atwad, and Prof. S. D. Gokhale. "Stock Price Prediction Using Machine Learning Algorithm" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 2910-2914
MLA Pranav Sanjeev Mali, Prathamesh Mohan Chatte, Pritam Sukumar Awate, Hritik Shrikant Atwad, and Prof. S. D. Gokhale. "Stock Price Prediction Using Machine Learning Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 2910-2914.
APA Pranav Sanjeev Mali, Prathamesh Mohan Chatte, Pritam Sukumar Awate, Hritik Shrikant Atwad, & Prof. S. D. Gokhale. (2022). Stock Price Prediction Using Machine Learning Algorithm. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 2910-2914.
Chicago Pranav Sanjeev Mali, Prathamesh Mohan Chatte, Pritam Sukumar Awate, Hritik Shrikant Atwad, and Prof. S. D. Gokhale. "Stock Price Prediction Using Machine Learning Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 2910-2914.
Oxford Pranav Sanjeev Mali, Prathamesh Mohan Chatte, Pritam Sukumar Awate, Hritik Shrikant Atwad, and Prof. S. D. Gokhale. 'Stock Price Prediction Using Machine Learning Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 2910-2914. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Stock_Price_Prediction_Using_Machine_Learning_Algorithm_ijariie17115.pdf (Accessed : 07 April 2023).
Harvard Pranav Sanjeev Mali, Prathamesh Mohan Chatte, Pritam Sukumar Awate, Hritik Shrikant Atwad, and Prof. S. D. Gokhale. (2022) 'Stock Price Prediction Using Machine Learning Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 2910-2914IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Stock_Price_Prediction_Using_Machine_Learning_Algorithm_ijariie17115.pdf (Accessed : 07 April 2023)
IEEE Pranav Sanjeev Mali, Prathamesh Mohan Chatte, Pritam Sukumar Awate, Hritik Shrikant Atwad, and Prof. S. D. Gokhale, "Stock Price Prediction Using Machine Learning Algorithm," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 2910-2914, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Stock_Price_Prediction_Using_Machine_Learning_Algorithm_ijariie17115.pdf [Accessed : 07 April 2023].
Turabian Pranav Sanjeev Mali, Prathamesh Mohan Chatte, Pritam Sukumar Awate, Hritik Shrikant Atwad, and Prof. S. D. Gokhale. "Stock Price Prediction Using Machine Learning Algorithm." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 (07 April 2023).
Vancouver Pranav Sanjeev Mali, Prathamesh Mohan Chatte, Pritam Sukumar Awate, Hritik Shrikant Atwad, and Prof. S. D. Gokhale. Stock Price Prediction Using Machine Learning Algorithm. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 07 April 2023]; 8(3) : 2910-2914. Available from: https://ijariie.com/AdminUploadPdf/Stock_Price_Prediction_Using_Machine_Learning_Algorithm_ijariie17115.pdf
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