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.