Default Loan Prediction Based On Customer Behavior Using...

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Default Loan Prediction Based On...

Default Loan Prediction Based On Customer Behavior Using Machine Learning And Deep Learning With Python

Vivian Siahaan, Rismon Hasiholan Sianipar

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In this project, we aim to predict the risk of defaulting on a loan based on customer behavior using machine learning and deep learning techniques. We start by exploring the dataset and understanding its structure and contents.

The dataset contains various features related to customer behavior, such as credit history, income, employment status, loan amount, and more. We analyze the distribution of these features to gain insights into their characteristics and potential impact on loan default. Next, we preprocess the data by handling missing values, encoding categorical variables, and normalizing numerical features. This ensures that the data is in a suitable format for training machine learning models.

Jahr:

2023

Verlag:

BALIGE PUBLISHING

Sprache:

english

Seiten:

337

ISBN:

B09S3CC7SK

Datei:

EPUB, 9.78 MB