Welcome to Task 3 of my internship at Prodigy InfoTech!
This task involved building a machine learning model to predict customer behavior based on demographic and behavioral data.
Developed a Decision Tree Classifier to predict whether a customer will purchase a product or service.
The model was trained on the Bank Marketing dataset from the UCI Machine Learning Repository.
Sample Dataset: Bank Marketing Dataset – UCI
- Learned how to preprocess and encode categorical data.
- Built and evaluated a decision tree classifier using Scikit-learn.
- Explored feature importance and model performance metrics such as accuracy, precision, and recall.
Feel free to explore the repository, give feedback, or reach out to discuss topics related to machine learning, data science, or internship experiences.
- Email: mithildabhi898@gmail.com
- LinkedIn: Mithil Dabhi