Lending Club Loan data analysis
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Jul 8, 2019 - Jupyter Notebook
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Explanatory Data Analysis and ML model building using Apache Spark and PySpark
data-analysis sparksql loan-data lending-club spark-mllib spark-ml data-lending-club default-loan aapache-spark
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Mar 18, 2021 - HTML
Building Classification & Prediction model to classify the Loan applicant request as approved or rejected and then predict the Interest rate for Loan Approval.
docker machine-learning scikit-learn python3 matplotlib luigi-workflows tableau regression-models lending-club classification-algorithm
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Jun 11, 2017 - Jupyter Notebook
📘 Detailed Exploratory Data Analysis of Lending Club Loan Data
python machine-learning jupyter-notebook dataset banking data-analysis interest-rates gradient-descent-algorithm lending-club loan-default-prediction
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Dec 6, 2018 - Jupyter Notebook
My personal website and blog where I showcase many of my projects and my progress learning data science.
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Oct 4, 2019 - HTML
LendingClub API interface
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Sep 8, 2020 - Python
Projects in Data Analysis
challenge machine-learning deep-learning neural-network analysis kaggle artificial-intelligence udacity-nanodegree lending-club datascientist udacitydatascholars
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Oct 23, 2018 - Jupyter Notebook
Case study to identify risky loan applicants and understand factors that contribute to a loan default.
data-science eda data-visualization seaborn data-analysis case-study lending-club bivariate-analysis univariate-analysis
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Aug 29, 2020 - Jupyter Notebook
A R wrapper for the Lending Club API. The package allows you to manage the funds in your investor account and to make trading transactions.
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Jul 21, 2021 - HTML
Prediction Of Loan Repayment using Sequential Neural Networks on Lending Club Dataset.
tensorflow numpy data-visualization seaborn data-analysis tensorboard matplotlib lending-club pandas-library loan-repayment
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May 12, 2024 - Jupyter Notebook
This is our second project at neuefische DS Bootcamp. Silas Mederer (https://github.com/sls-mdr) and me applied different ML models and for credit default prediction of the P2P platform Lending Club.
data-science random-forest exploratory-data-analysis ml regression eda xgboost adaboost loan decision-tree kaggel lending-club credit-risk ensemble-machine-learning neuefische neuefische-ds-bootcamp
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Oct 8, 2020 - Jupyter Notebook
Master's Project - Classification Models on 'Lending Club' dataset
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Aug 3, 2020
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Jan 10, 2019 - R
Southern Data Science Conference Attempt 2020
datascience feature-engineering keras-classification-models lending-club loan-default-prediction xgboost-python sdsc lightgbm-models
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Feb 1, 2020 - Jupyter Notebook
This repo contains analysis of Lending Club Credit rates and also case study for a client to get a fully funded loan at the lowest credit rate with a desired duration.
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Dec 5, 2020 - Jupyter Notebook
Analyzed LendingClub loan data to determine factors associated with loan default. Built machine learning models to predict probability of default.
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Feb 24, 2021 - Jupyter Notebook
Loan Default Prediction, Individual Level Loan Data, Machine Learning, Logistic regression, Ridge, LASSO, Gradient Boosting, SVM, Random Forest
random-forest svm cross-validation gradient-boosting-machine logistic-regression ridge-regression lending-club loan-default-prediction lasso-regression performance-statistics
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Jun 23, 2019 - R
This app utilizes deep learning to predict the loan status of an applicant, whether it's "Fully Paid" or "Charged Off".
data-science deep-neural-networks deep-learning scikit-learn data-visualization banking dimensionality-reduction sampling ann hyperparameter-tuning imbalanced-data lending-club loan-default-prediction multiple-features loan-prediction streamlit
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Apr 28, 2023 - Jupyter Notebook
A Python wrapper for the Lending Club API.
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Mar 5, 2019 - Python
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