Data Science Project development - CHE00049M
Module summary
Students will learn to develop a research project from an initial idea, through a survey of existing work, to producing a proposal for the project including an initial experimental design, data management plan, plan of work and equality and diversity assessment. Students will select a focus area and a member of staff from one of the participating departments, and plan a research project in that area.
Module will run
Occurrence | Teaching period |
---|---|
A | Semester 2 2023-24 |
Module aims
Students will learn to develop a research project from an initial idea, through a survey of existing work, to producing a proposal for the project including an initial experimental design, data management plan, plan of work and equality and diversity assessment. Students will select a focus area and a member of staff from one of the participating departments, and plan a research project in that area. They will present their plan in an oral presentation, as well as in written documents including a review of the background literature.
Module learning outcomes
Students will be able to:
-
Develop an outline project idea into a plan of work and experimental design.
-
Design both exploratory data analysis and make formal hypotheses for testing.
-
Select, appraise and critique relevant prior research.
-
Create a literature review in a specialist subject area.
-
Develop a data management plan.
-
Analyse bibliometrics to investigate structural biases.
-
Present a project proposal to an audience.
Module content
-
The structure of scientific reasoning
-
Planning a research project
-
Writing a literature review
-
Research data management
-
Structural biases in science
-
Presenting a project
Indicative assessment
Task | % of module mark |
---|---|
Essay/coursework | 50 |
Essay/coursework | 50 |
Special assessment rules
None
Additional assessment information
Literature review of the research project subject area
2000 word written report
50%
Project proposal, ethics and management
Oral presentation 10 minutes + written ethics and data management forms (1500 words)
50%
Indicative reassessment
Task | % of module mark |
---|---|
Essay/coursework | 50 |
Essay/coursework | 50 |
Module feedback
Feedback will be provided through workshops, online exercises and a formative assessment. Feedback on summative work will be provided within 25 working days of the assessment.
Indicative reading
-
Why trust science?
Naomi Oreskes. Princeton University Press 2019 -
Issues in open research data - Samuel A. Moore. Ubiquity Press 2014