Prediction models about the success of telemarketing on long-term deposits for a Portuguese bank .

Practices-ML

Fast email crawler

Project for Machine Learning 2 (classification problem). Predicting the Success of Bank Telemarketing. Used classifiers: Logistic Regression, Decision Tree, Random Forest, XGBoost, Neural Network.

This repository consists of the dataset and Jupyter notebook for my medium article entitled: "A Practical Guide To Logistic Regression in Python for Beginners"

My Fritz.Box Telephone Blacklist for Germany. This is a private collection of unwanted calls in germany over the last 10 years.

Masz dość telemarketerów ? Załóż własnego bota , skonfiguruj i poczekaj aż zadzwonią :-)

Telemarketing (yes/no) - loan acquisition bank campaign with XGBoost

Autodialer is a powerful script that allows to reach out to potential customers and promote their products or services and improve their telemarketing operations. This script allows to send voice messages to customers from pre-recorded audio file.

Optimize future bank marketing with Machine Learning analysis. Explore past campaign patterns, employ a data-driven approach to enhance effectiveness. Predict success in telemarketing for strategic development.