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.