Data Collection and Analysis
We would like to collaborate with students to gather data for renewable generation and Electric Vehicle load and create predictive machine learning models in our organization. Through using open source data and applying analytics models, methodologies, and machine learning tools, we hope to get an end-to-end machine learning solution. Students should be prepared to: Identify and extract the data from various online sources and save in internal cloud data base. Develop a unique machine learning solution to make predictions. Create crone jobs(or similar) and data scrapping tools for daily copy, clean up data and create scripts to make daily reports. A few areas of specific interest for us include: Python data scrapping Recommendation forecasting methodologies Bad data detection Reporting & Visualization
Cloud Data Privacy Strategy
The goal of this project is to analyze the different data privacy requirements in different jurisdictions, and to provide recommendations/strategy on how to structure the data infrastructure in order to appropriately adhere to the different regulations and requirements around the world. WellnessWrx will operate a platform that will have users globally, and the data storage and usage will need to adhere to local requirements. The strategy/implementation document will focus on Location of data/servers Access (anything else?….)