Linear Regression Practical Tutorial | Machine Learning in Python

Описание: 🔥 In this video, we perform a complete practical implementation of Linear Regression using Python, including dataset, model training, evaluation, and visualization.

🎯 What You Will Learn:
✔ How to import datasets
✔ Using pandas, numpy, scikit-learn
✔ Training a Linear Regression Model
✔ Making predictions
✔ Plotting regression line
✔ Evaluating performance (MSE, R² score)

🧠 Technologies Used:

Python

Pandas

NumPy

Matplotlib

Scikit-Learn

📌 Code Covered in Video

Importing libraries

Train-Test Split

Fitting Linear Regression

Predicting Output

Visualizing the results

📂 Dataset Used: (House Price / Salary vs Experience / Custom CSV)

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