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Title: :  Stock Market Analysis and Prediction
PaperId: :  16334
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 2 2022
DUI:    16.0415/IJARIIE-16334
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Saurabh Kumar Mishra Institute of technology and Management Gida Gorakhpur
Mohd. AqdasInstitute of technology and Management Gida Gorakhpur
Ajay KumarInstitute of technology and Management Gida Gorakhpur

Abstract

Computer Engineering
LSTM, CNN, ML, DL, Trade Open, Trade Close, Trade Low, Trade High, SVM
In this project we tend to plan to implement machine learning approach to predict stock costs. Machine learning is effectively enforced in statement stock costs. the target is to predict the stock costs to create additional knowing and correct investment choices. we tend to propose a stock value prediction system that integrates mathematical functions, machine learning, and alternative external factors with the aim of achieving higher stock prediction accuracy and issuing profitable trades. There are a unit 2 kinds of stocks. you'll understand intraday commerce by the unremarkably used term "day commerce." Intraday traders hold securities positions from a minimum of in the future to consecutive and sometimes for many days to weeks or months. LSTMs area unit is terribly powerful in sequence prediction issues as a result of they’re ready to store past info. this is often necessary in our case as a result of the previous value of a stock is crucial in predicting its future value. whereas predicting the value of a stock is associated uphill climb, we {will |we are able to} build a model which will predict whether or not the worth will go up or down.

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IJARIIE Saurabh Kumar Mishra , Mohd. Aqdas, and Ajay Kumar. "Stock Market Analysis and Prediction" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 2 2022 Page 1180-1187
MLA Saurabh Kumar Mishra , Mohd. Aqdas, and Ajay Kumar. "Stock Market Analysis and Prediction." International Journal Of Advance Research And Innovative Ideas In Education 8.2(2022) : 1180-1187.
APA Saurabh Kumar Mishra , Mohd. Aqdas, & Ajay Kumar. (2022). Stock Market Analysis and Prediction. International Journal Of Advance Research And Innovative Ideas In Education, 8(2), 1180-1187.
Chicago Saurabh Kumar Mishra , Mohd. Aqdas, and Ajay Kumar. "Stock Market Analysis and Prediction." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 2 (2022) : 1180-1187.
Oxford Saurabh Kumar Mishra , Mohd. Aqdas, and Ajay Kumar. 'Stock Market Analysis and Prediction', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 2, 2022, p. 1180-1187. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Stock_Market_Analysis_and_Prediction_ijariie16334.pdf (Accessed : ).
Harvard Saurabh Kumar Mishra , Mohd. Aqdas, and Ajay Kumar. (2022) 'Stock Market Analysis and Prediction', International Journal Of Advance Research And Innovative Ideas In Education, 8(2), pp. 1180-1187IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Stock_Market_Analysis_and_Prediction_ijariie16334.pdf (Accessed : )
IEEE Saurabh Kumar Mishra , Mohd. Aqdas, and Ajay Kumar, "Stock Market Analysis and Prediction," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 2, pp. 1180-1187, Mar-App 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Stock_Market_Analysis_and_Prediction_ijariie16334.pdf [Accessed : ].
Turabian Saurabh Kumar Mishra , Mohd. Aqdas, and Ajay Kumar. "Stock Market Analysis and Prediction." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 2 ().
Vancouver Saurabh Kumar Mishra , Mohd. Aqdas, and Ajay Kumar. Stock Market Analysis and Prediction. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(2) : 1180-1187. Available from: https://ijariie.com/AdminUploadPdf/Stock_Market_Analysis_and_Prediction_ijariie16334.pdf
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