Lpolicarpo / Portfolio

Sample of some Data Science projects

Here you will find a sample of my work related to Data Science and Analytics.

Machine Learning Project - Targeting donors for direct mailing

Description:

• This is a Machine Learning Project with real data from a charitable organization. Final project of the UofT ML course (Grade: 100%).
• Involves data engineering, data pipelines, Machine Learning models and model assessment.

Fundraising Report - KPI metrics of fundraising

Description:

• Report developed in my role as a volunteer for charities.
• There are no predictions but significant data engineering, data analysis, visualizations and discussion.

Interesting codes developed during courses or by personal interest:

Designing models from scratch

Decision Trees from scratch

Multiple regression from scratch

Logistic regression from scratch

Others

Regularization techniques Analysis

Polynomial-regression exercise

Scientific Manuscript

Description:

• NO CODES. This is a scientific article written from my Master's program.
• Statistical inference and analysis applied to controlled experiments.