Income Prediction with Machine Learning

Avatar of Kenta Edmonda.
Avatar of Kenta Edmonda.

Income Prediction with Machine Learning

Fresh Graduate Student of IR | Data Enthusiast
Bandung, Bandung City, West Java, Indonesia
 

Github for full code:


https://github.com/KentaEDM/Machine-Learning/blob/main/Prohect_Modeling_Predict_Income.ipynb

I'd like to share my latest project, where I successfully developed a Machine Learning model to predict individual incomes based on several factors, including age, education, work experience, and current occupation. This project involved several crucial stages: Data Exploration: In-depth analysis of the dataset to identify income-related patterns and trends. Model Selection: Testing various Machine Learning algorithms to find the best-performing model. Performance Evaluation: Cross-validation and accuracy testing to ensure the model's accuracy in income prediction. Result Visualization: Using graphs and visualizations to communicate prediction results effectively
Avatar of the user.
Please login to comment.

Published: Sep 8th 2023
81
8
0

Tools

python
Python

Data Science

Share