Data Science – Best Makers

Analytics Data Science internet Programming Uncategorized

Demystifying Cohort Analysis for Advanced Product Insights

Cohort analysis is a powerful analytical technique that goes beyond aggregate metrics to understand user behavior over time. By grouping users based on shared characteristics, such as signup date or first purchase, you can uncover valuable insights into engagement, retention, and long-term value. This article delves into advanced cohort analysis, exploring techniques and applications for experienced analysts. Key Concepts: Defining Cohorts: Choosing the right…

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Pandas Programming Python Uncategorized

Building a Simple Recommendation Engine with Python and Pandas

Donny Steves May 21, 2024 No Comments Artificial Intelligence Data Science Machine Learning Pandas Python Recommendation Engine

Recommendation engines are a powerful tool used in various domains like e-commerce, entertainment, and social media. This tutorial guides you through building a basic movie recommendation engine using Python and the Pandas library. 1. Setting Up: Ensure you have Python installed. If not, download it from https://www.python.org/ Install the Pandas library using pip: pip install pandas 2. Data Preparation: We’ll use a simplified movie…