Machine Learning Project : Linear Regression on Autos Dataset
Автор: DataLearnm
Загружено: 2025-12-09
Просмотров: 184
Welcome to DataLearnm!
In this video, we implement Linear Regression using the popular Autos Dataset.
You will learn how to clean the data, handle missing values, visualize trends, and build a predictive model from scratch using Python.
📌 What You Will Learn:
✔ Understanding the Autos Dataset
✔ Data preprocessing & cleaning
✔ Exploratory Data Analysis (EDA)
✔ Feature selection
✔ Implementing Linear Regression
✔ Training & testing the model
✔ Evaluating model performance (MSE, R² Score)
✔ Final predictions
This tutorial is perfect for beginners, data science students, and machine learning enthusiasts who want hands-on practice with real datasets.
🛠 Technologies Used:
Python
Pandas
NumPy
Matplotlib / Seaborn
Scikit-Learn
📂 GitHub Notebook & Dataset:
📌 Download Notebook + Autos Dataset from GitHub:
👉https://github.com/DataLearnm/Dataset...
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