Predicting Laptop Prices
Arsenii Drobotenko
Python
7 Chapters
0 Studying now
A hands-on case study guiding you through building a laptop price prediction model using real-world data. You'll learn to load, clean, and engineer features from a dataset, perform exploratory analysis, encode categorical variables, build a regression model, and interpret its results.
Description du cours
A hands-on case study guiding you through building a laptop price prediction model using real-world data. You'll learn to load, clean, and engineer features from a dataset, perform exploratory analysis, encode categorical variables, build a regression model, and interpret its results.
Technology
Python
Language
En
Rating
Chapters
7
Data Loading and Initial Inspection
Extracting Memory and Storage Features
Cleaning Operating System and Rating Data
Exploratory Data Analysis for Price Drivers
Encoding Categorical Variables and Splitting Data
Building the Random Forest Regressor
Evaluating Model Performance and Feature Importance
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Data Loading and Initial Inspection
Extracting Memory and Storage Features
Cleaning Operating System and Rating Data
Exploratory Data Analysis for Price Drivers
Encoding Categorical Variables and Splitting Data
Building the Random Forest Regressor
Evaluating Model Performance and Feature Importance
