Stock Price Prediction with Python | Apple (AAPL) Analysis using yFinance & Machine Learning
In this tutorial, we’ll perform stock market analysis and prediction step by step using Python.
We’ll download Apple (AAPL) stock data with the yfinance library, explore trends with moving averages and daily returns, and then build a Linear Regression model to predict future stock prices.
What you’ll learn in this video:
Downloading stock data using yfinance
Exploratory Data Analysis (EDA) of Apple stock
Adding moving averages & daily returns
Training a Linear Regression model
Comparing actual vs predicted stock prices
Predicting future stock prices (next 30 days)
This is a beginner-friendly Python machine learning project for data science & finance enthusiasts.
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