Examine the effectiveness of Data Visualization tools
Megjelenés dátuma: 2020-12-15
Kulcsszó: EDA
Power BI
Tableau
Python
Plotly
Data Analysis
Data Visualization
ML Classification
Business Intelligence
szakdolgozat
Power BI
Tableau
Python
Plotly
Data Analysis
Data Visualization
ML Classification
Business Intelligence
szakdolgozat
Absztrakt:
The purpose of the Thesis is to explore data effectively using BI tools (Power BI, Tableau) and python. I used a lending club dataset from Kaggle. Performed exploratory data analysis (EDA) methodology. Implemented four ML classifier model. In the model training, added a column by Calculating the months difference between the loan issued date and the last payment date which helped to boost accuracy and good prediction. Created user-friendly applications to predict customer creditability.
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