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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Real-Time Stock Market Prediction Using ML and DL |
| Authors Name: | Raghav Dholu , Prerna Lohar , Prerna Mistri , Sayali Bachhav |
| Unique Id: | IJSDR2305268 |
| Published In: | Volume 8 Issue 5, May-2023 |
| Abstract: | The goal of the project is to predict stock market prices in real-time using machine learning (ML) and deep learning (DL) algorithms. Two models were developed for this purpose, the first model being a combination of Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM), and the second model is a combination of Support Vector Machine (SVM) and LSTM. The datasets used for this research were the historical stock prices of various companies obtained from the Yahoo Finance website. The proposed models were trained, validated, and tested on these datasets. The result of the project concludes that the hybrid combination of CNN-LSTM gives more accuracy than a hybrid combination of SVM-LSTM. |
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| Cite Article: | "Real-Time Stock Market Prediction Using ML and DL ", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 5, page no.1710 - 1715, May-2023, Available :http://www.ijsdr.org/papers/IJSDR2305268.pdf |
| Downloads: | 000337070 |
| Publication Details: | Published Paper ID: IJSDR2305268 Registration ID:206696 Published In: Volume 8 Issue 5, May-2023 DOI (Digital Object Identifier): Page No: 1710 - 1715 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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