Strategic data science software development roadmap - features and ideas

The main goal for this project is to develop a strategic data science software development roadmap for Sofvie, a company that specializes in occupational health and safety. The goal is to identify research questions of interest and set a roadmap for the development of future modules.The problem that students will be solving is to determine how the various elements that Sofvie works with can be integrated to support the data science team in their efforts to improve occupational health and safety. This will involve hypothesis testing to see if variables are related and describing ideas for future modules at the intersection of our data (what we can figure out) and helping build future development plans. This roadmap will include specific modules and features that can be implemented in the future, and will be based on research questions of interest and the integration of various elements that Sofvie works with.

Time series analysis

For this project, students will be tasked with using Python, SQL, and PySpark to analyze occupational health and safety data and make predictions. The goal of the project is to use time series analysis techniques to identify trends and patterns in the data, and to develop models that can be used to make informed predictions about future incidents and accidents.Once the data has been analyzed, students will need to use time series analysis techniques to identify trends and patterns, and to develop predictive models that can be used to forecast future incidents and accidents. These models may be implemented using machine learning algorithms or other statistical methods.Finally, students will need to present their findings and recommendations to stakeholders, possibly in the form of a report or presentation. This may involve creating visualizations or dashboards to help communicate the results of the analysis.

Refactoring and Documentation of Python Code

The main goal for this project is to improve the maintainability and understandability of an existing Python codebase by refactoring and documenting it. The problem that students will be solving is to take existing code that may be difficult to understand or modify, and make it more organized, efficient, and clear. By the end of the project, students should have improved the codebase so that it is easier for other developers to understand and work with, and more likely to be sustained in the long term. The outcome that is expected to be achieved for the company by the end of the project is a more robust and maintainable codebase that can be more easily updated and extended to meet new requirements.

Sofvie Inc. API Documentation and Roadmap Project

The main goal of this project is to create documentation, feature lists, gaps and a development plan for Sofvie Inc.'s APIs. This will involve several different steps for the students, including:- Analyzing Sofvie Inc.'s existing APIs.- Developing a comprehensive documentation and feature list for each API.- Identifying gaps in the existing APIs and developing a plan to address them.- Developing a roadmap for future development of the APIs.