What Makes a Good Book?

Intermedio

Updated 05/2024

Generate features from text and numeric variables to predict the popularity of books.

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Project Description

Extracting value from a variety of data formats is a crucial skill for data scientists to maximize the performance of their machine learning models.

Your expertise has been requested to help an online bookstore in predicting what books will be popular! You'll apply skills across the machine learning workflow, performing EDA, converting data types, transforming features, manipulating data, and tuning a model to maximize its accuracy in predicting popular books.

Project Tasks

1
Build a book popularity prediction model.

Technologies

Python

Topics

Machine Learning

Prerrequisitos

Feature Engineering for Machine Learning in Python

Francesca Donadoni

AI Curriculum Manager at DataCamp

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