Data Science Nanodegree Portfolio

This repository contains my work for the Udacity Data Science Nanodegree program, May 2020 cohort.

Projects:

Project 1: Food.com Vegetarian Trends

Project 2: Disaster Response Pipelines

Project 3: Disaster Response Pipelines

Capstone: Disaster Response Pipelines

Courses taken:

• The Data Science Process
• ETL Pipelines
• NLP Pipelines
• Machine Learning Pipelines
• Experiment Design
• Statistical Considerations in Testing
• A/B Testing
• Recommendation Engines
• Matrix Factorization for Recommendations
• Communication to Stakeholders

Skills acquired:

• CRISP-DM
• Python Pipelines
• Rank Based Recommendations
• Collaborative Filtering
• Content Based Recommendations
• Matrix Factorization

Acknowledgements

Project cover photos by Brooke Lark, Joanne Francis, Darke Lv.