Created a Web Page for predicting the stock price and also implemented concept of ensemble learning closes #132

[balbirs22]

Issue Reference:

Closes #132

Description of changes: Closes #132

• I have created a web page for predicting stock prices using ensemble learning techniques.
• The page allows users to input stock data and get predictions.
• Ensemble learning models like Random Forest and Gradient Boosting have been implemented to improve prediction accuracy.
• Additional features include data visualization and performance metrics to help users understand the predictions.

[github-actions]

Ensure the PR matches the requirements mentioned in the Contribution guide. The maintainer might get in touch to enusre quality. Thanks for your time

[balbirs22]

I have checked and I have done all the tasks

[Mayureshd-18]

@balbirs22 Please link the issue using keywords. (fixes/closes..) You can find the detailed info about the same here:
https://docs.github.com/en/issues/tracking-your-work-with-issues/using-issues/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword

If needed, please check out merged PRs for reference.

Thanks & regards

[balbirs22]

How I have done please review

[Mayureshd-18]

Looks good to me!

[rohitinu6]

please sync your repo with the latest changes

[rohitinu6]

@balbirs22 you will also need to mention the steps in contributing.md

[jvedsaqib]

@balbirs22 please ensure that all other notebooks in the main repo that you are not working is present in your commit

[balbirs22]

@jvedsaqib I have ensured that as I only added or modified notebooks and not deleted any thing

[github-actions]

🎉🎉 Thank you for your contribution! Your PR #151 has been merged! 🎉🎉