Update README.md

Author: kaushikjadhav01

README.md

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 **Stock Market Prediction** Web App based on **Machine Learning** and **Sentiment Analysis** of Tweets **(API keys included in code)**. The front end of the Web App is based on **Flask** and **Wordpress**. The App forecasts stock prices of the next seven days for any given stock under **NASDAQ** or **NSE** as input by the user. Predictions are made using three algorithms: **ARIMA, LSTM, Linear Regression**. The Web App combines the predicted prices of the next seven days with the **sentiment analysis of tweets** to give recommendation whether the price is going to rise or fall
 
 # Screenshots
-<img src="https://github.com/kaushikjadhav01/Stock-Market-Prediction-Web-App-using-Machine-Learning/blob/master/screenshots/banner.PNG">
-Find how the project looks in <b>screenshots folder</b> Or <a href="https://github.com/kaushikjadhav01/Stock-Market-Prediction-Web-App-using-Machine-Learning/tree/master/screenshots">click here</a>
+<img src="https://github.com/kaushikjadhav01/Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis/blob/master/screenshots/banner.png">
+Find how the project looks in <b>screenshots folder</b> Or <a href="https://github.com/kaushikjadhav01/Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis/tree/master/screenshots">click here</a>
 
 # File and Directory Structure
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