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Python 3
Aim of the Project

Aim of the Project

Aim of the Project

Aim of the Project

The primary objective of this project is to build a machine learning model capable of predicting stock closing prices using historical market data.

The project aims to:

Load and inspect historical stock market data.
Perform exploratory data analysis to understand market trends.
Engineer useful features from existing stock attributes.
Train a K-Nearest Neighbors (KNN) regression model.
Optimize the model using GridSearchCV.
Predict future closing prices.
Evaluate prediction performance using regression metrics.
Visualize actual and predicted stock prices.

Through this workflow, learners gain practical experience in applying machine learning to financial datasets.

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Aim of the Project

Contents

Aim of the Project

Stock Price Prediction for Beginners using Data Science

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