💡[FEATURE]: NetFlix Stock Prediction using Regression algorithm

[ashis2004]

Is your feature request related to a problem? Please describe. This project aims to predict the stock prices of Netflix using various machine learning techniques. Historical stock data is utilized to train models that can forecast future stock prices.

Describe the solution you'd like Models Used

Various machine learning models are explored for stock prediction, including:

• Linear Regression
• Support Vector Machines (SVM)
• Random Forest
• Gradient Boosting

Each model is evaluated based on its performance metrics and suitability for the stock prediction task.

Evaluation Metrics

The models are evaluated using metrics such as:

• Mean Squared Error (MSE)
• Root Mean Squared Error (RMSE)
• Mean Absolute Error (MAE)
• R-squared (R²) score

Describe alternatives you've considered A clear and concise description of any alternative solutions or features you've considered.

Additional context Add any other context or screenshots about the feature request here.

[ashis2004]

@Akshat111111 pls assign it me i want to work on it I'm Gssoc'24 contributor