Lucas O – Medium

Nov 8

Advanced Predictive Analytics for Managing Overnight Shelter Capacity

Unifying BigQuery, DBT, H2o and APIs for Social Good — Motivation My motivation for this project comes from a desire to bridge the gap between academic exercises and real-world applications in data science. While my previous projects involved use of static data in CSV files, I recognize the need to evolve beyond this static framework. Moving forward, my goal is to…

Predictive Analytics

4 min read

Predictive Analytics

4 min read

Jul 29

Predicting Hourly Bike Rentals

In Pursuit of Model Accuracy! — Many major cities worldwide are embracing self-service bike sharing programs for several compelling reasons: Promoting Eco-Friendly Transportation: These programs encourage people to explore alternative means of transportation, leading to reduced auto traffic and lower levels of pollution. Boosting Tourism: Bike sharing initiatives attract tourists, providing them with a convenient and…

Machine Learning

8 min read

Machine Learning

8 min read

Jul 1

Using Customer Segmentation to Create Customer Personas

A Case Study Using K-Means Algorithm in the Banking/Financial Industry. — In this analysis project, I explore the use of k-means algorithm to perform customer segmentation in the banking/financial industry. The output of the customer segmentation is then used to create customer personas and also recommend personalized products based on such personas. Disclaimer: Please note that I am not a banking/financial…

Customer Analytics

11 min read

Using Customer Segmentation to Create Customer Personas

Customer Analytics

11 min read