Machine Learning Project : Linear Regression on Autos Dataset
Автор: DataLearnm
Загружено: 2025-12-09
Просмотров: 183
Описание:
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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