Data Manipulation and Retrieval (Python and MongoDB)
- Project Case Study
- Audited OpenStreetMap.org data and developed a cleaning strategy
- Cleaned and standardized data for MongoDB insertion and analysis
- Received a grade of "Exceeds Expectations" (Completely Udacious!)
- Website scraping best practices
- Parsing XML/HTML/CSV/JSON/Excel
- Python Modules: pymongo, beautifulsoup, xml, elementtree, csv, requests
- MongoDB: aggregation pipelines, indexing, CRUD operations