/Final-Project-Bank-Data-Analysis

Final Project for the completion of the Data Analytics Big Data and PA - TMU course.

Primary LanguageJupyter Notebook

Final-Project-Bank-Data-Analysis

Analysis of Portuguese Banking Institution's Direct Marketing Campaigns: Predictive Modeling and Strategy Enhancement

Programming language used: Python

Models:

  1. Logistic Regression
  2. Radom Forest
  3. Naïve Bayes

GitHub Contents:

  1. Dataset used in this project: bank-full.csv
  2. Technical report (Abstract; Literature Review; Initial Results): CIND820 - Big Data Analytics Project - D1H - Student 501241365 - Technical Reports.pdf
  3. Code: Final_Project_Bank_Marketing_Analysis_CIND820.ipymb
  4. Final Results and Project Report: TMU - Final Project Report - Student ID - 501241365.pdf
  5. Project Presentation: TMU - Final Project Presentation - Student ID - 501241365.pptx