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modeldevelopment

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AlmaBetter Capstone Project - Unsupervised ML. Developed a book recommendation system for Amazon customers using memory and model based collaborative filtering by utilizing the description of book consumed and user interests.

  • Updated May 3, 2023
  • Jupyter Notebook

To import data from multiple sources, clean and wrangle data, perform exploratory data analysis (EDA), and create meaningful data visualizations. I will then predict future trends from data by developing linear, multiple, polynomial regression models & pipelines and learn how to evaluate them.

  • Updated Feb 15, 2023
  • Jupyter Notebook

This project involves analyzing customer data for Sprocket Central Pty Ltd. The goal is to optimize the company's marketing strategy. We will assess data quality, target high-value customers, and develop a data-driven marketing plan. By leveraging customer data, we aim to provide valuable insights and recommendations to drive business growth.

  • Updated Jun 9, 2023

The project focuses on developing a robust predictive machine learning model with high accuracy for customer churn prediction in subscription-based e-commerce platforms. It provides actionable insights for proactive retention strategies and decision-making by identifying and evaluating the key drivers of churn and retention.

  • Updated Sep 11, 2024
  • Jupyter Notebook

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