Skip to content

aarcascuerda/PFM

 
 

Repository files navigation

Master on Fundamentals of Data Science: Final Project

Guidelines to Master’s Project Proposal

In most of the cases, the Master Project is a teamwork project of n students working on a subject. Individual projects can also be considered. Projects will naturally be expected to require an effort proportional to the number of team members (300 hours per student). Students may choose a project from a list of suggested projects (see below) or propose one of their own ideas.

Stages of Development of Master’s Project

  • Form a team of 1-5 students.
  • Choose the prioritized list of projects.
  • The Master’s Project Coordinator, Laura Igual (ligual@ub.edu) will assign you a project, by looking for a (maybe global) maximum of the function that represents your global preferences.
  • Discuss the research questions, goals, approach you intend to take, methodology, data needed and time plan with your project supervisor.
  • Construct a logical outline for the project. Include analysis steps and expected outcomes.
  • Define a clear role for all members of the group. This role will be considered in your personal student assessment.
  • Fill in details of the project + role definition in a short document (max 2 pages).
  • Hand in this document to your supervisors and start the project development!

The final project delivery must include:

  • all code produced in a GitHub (or similar) software repository.
  • a project report (see the Report Template directory).
  • a high level description of the completed project (jupyter notebook and/or blog entry).

See these examples:

Project Assessment

The quality of the projects will be graded by using three sources of information:

  • The delivered information at the end of the project. We will use a “Project Evaluation Rubric” to assign an individual mark to each member of the project.
  • The public presentation of your project. Your presentation should be professional enough to give at a technical conference (e.g. organized approach, prepared slides, a short demo or video if appropriate).
  • Peer-evaluation. Team members will assess other members of the team as well as themselves. Peer assessment provides data that will be used in assigning individual grades for team members.

Calendar (2019/2020)

  • Feb. 3: First follow up meeting
  • Feb. 4: Deadline for sending your project priorities. Please, fill in this form
  • Feb. 7: Assignment of projects & supervisors to student groups.
  • Feb. 14: Limit for delivering the project proposal short document to your advisor.
  • Feb 14 - Jul. 1: Period of development of your project.
  • Jun. 1: Limit for informing if you will present the TFM in July or September.
  • Jul. 1 & Set. 2: Limit for final delivery of your project (via Campus Virtual task).
  • Jul. TBD & Set. TBD: Presentations.

Project Proposals

Project Proposals 2019/2020

Master’s Project Report

  • Every student have to submit an individual report.
  • Use the latex report template available in this repository.
  • The report should contain 50 pages for a teamwork project and 30 pages for an individual project.
  • The report should contain a link to the project Github repository.
  • For team projects, the report should contain a final appendix where the contribution of each of the team members should be detailed. Each member will be evaluated based on this information.
  • Delivery should be only digital by Campus Virtual.

Guidelines for the Project Deliveries

Formal requirements for the TFM document:

  • Here you can find the style guide Interuniversity Style Guide for Writing Institutional Texts in English which aims to facilitate interuniversity communication and improve the quality of the institutional English-language documents we produce for international readers.

Guidelines for code documentation in GitHub:

  • For the basic structure of your GitHub you can use Cookiecutter
  • You can find Notebook examples here.
  • For non-publicable projects: use private Bitbucket repositories.

Master’s Project Presentation:

  • Presentations will be 20 minutes for individual projects, 30 minutes for projects of 2 students and 40 minutes for projects of 3 students, followed by 10 minuts of quetsions.

About

Master on Fundamentals of Data Science: Final Project

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • TeX 100.0%