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Lending Club Loan Predictions

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Outline

  • Machine Learning Project

  • Lending Club Loan Predictions

Introduction

Predicted whether a loanee will repay the loan or not. Performed extensive EDA and feature engineering in order to filter the data with required rows and columns only. Vectorized the data so that the machine learning model would run quicker and give better results. Variables/features like no.of installments, total amount, the amount paid, no.of bankruptcies, and so on were used for making predictions.

Aim

Machine Learning

Team
  • Ayush Tyagi

data science

machine learning

eda

python

tensorflow

scikit learn

pandas

numpy

seaborn

matplotlib

The Creator
Ayush Tyagi

@ AyushTyagi

Data Scientist | Machine Learning enthusiast. Always ready for Road Trips.

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View Full Project arrow_forward

Outline

  • Machine Learning Project

  • Lending Club Loan Predictions