Predict the Stock Market Price Prediction using Machine Learning
Stock Market Prediction using LSTM, this project have website based interface developed using Django Framework and python programming language is used. User first have to create account to login into it. User first have to select the stock name and click on analyses the future prediction of stocks. Machine learning model will generate CSV fille it will provide details of Open, high, low, close, adj close and volume. It also generates the news CSV file. And it generates graphs of Recent trend in stock prices, Arima Accuracy, LSTM model accuracy, Linear Regression, Sentiment Analysis of Stock News, Predicted of any stock for last 7 days and Word Cloud Analysis for Stock News.
Future Stock Price Prediction using Machine Learning
Software Requirements :-
- Coding Language : Python
- Implementation: Software Framework.
- Operating system : Windows 10 / 11.
- Graphical User Interface : Tkinter
Hardware Requirement:-
- Input Devices : Keyboard, Mouse.
- System : Pentium i3 Processor.
- Hard Disk : 500 GB.
- RAM : 4 GB.
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