Predict Future Stock Prices (Short-Term)

Objective:

Use historical stock data to predict the next day's closing price.

Dataset:

Stock market data from Yahoo Finance (retrieved using the yfinance Python library) Instructions:

• Select a stock (e.g., Apple, Tesla).
• Load historical data using the yfinance library.
• Use features like Open, High, Low, and Volume to predict the next Close price.
• Train a Linear Regression or Random Forest model.
• Plot actual vs predicted closing prices for comparison.

Skills:

• Time series data handling
• Regression modeling
• Data fetching using APIs (yfinance)
• Plotting predictions vs real data