Master's Thesis in Data Science (DASMAS)

Content

Since the master theses are very different it is difficult to set up joint guidelines for project execution and reporting. Normally, the master thesis will result in a report. One example of a report is shown below. It is emphasized that this is only an example and that in most cases it will be necessary to make adjustments. Each Department may also have their own examples or requirements in their guidelines. You should agree with your advisor in advance how your project should be carried out and documented. At an overall level many reports will have a rather similar structure. First an introduction presenting the background of the thesis, its purpose and contents. Then there will be a presentation of relevant theory, existing methods and models relevant to the project, laboratory xx etc.

This will be followed by a presentation of the analyses/experiments/developments done and the results hereof. For non-experimental projects the results may include (further) development of principles, methods and models. A discussion of the results achieved should be included. How are the results achieved compared to existing theory, methods and models? What conclusions can be drawn? The description of the problem given will in many cases give you a hint as to how the contents should be organised. If you are working on several problems it may be a good idea to complete one problem complex with theory, results, discussions before you start on the next one.

Learning outcome

A candidate who has completed and passed his or her master thesis has acquired the following learning outcomes:

• is able to present and communicate extensive independent work
• can describe the problem clearly and masters the terms and expressions within the academic field
• has acquired an overview of relevant international literature, scientific reporting and ethical standards in the field, and manages to deal critically with various sources of information
• is able to analyse relevant theoretical models and/or studies supported by scientific research
• masters analysis of relevant scholarly tools and techniques
• is able to give an account of the academic problem and analyse results and independent conclusions according to the problem
• is able to reflect upon and evaluate his/her own work in a critical manner
• is able to defend high moral standards in scientific, as well as other, context, thus being a good role model

Required prerequisite knowledge

Exam

Course teacher(s)

Course teacher:

Course teacher:

Study Adviser:

Coordinator laboratory exercises:

Course coordinator:

Method of work

It is important both to the student and the advisor that a good cooperation routine is established during the execution of the project. This may e.g. take the form of regular meetings in which the student will present and discuss his/her work as it develops. Preferably the student should have written something that can form the basis of the conversation/discussion with the advisor. It is an advantage to start writing the thesis at the earliest possible stage. Make a preliminary table of contents for the thesis. As your work progresses, the various chapters and part chapters will be filled with text. At the start the text will often be incomplete and take the form of key words. But be sure to write down all your ideas and thoughts as they come to your mind. Otherwise, good ideas may easily be forgotten. When working on a thesis, you may from time to time find yourself in a period of frustration where everything looks hopeless and where there is no progress. In such periods it is an advantage to be able to take out part chapters which are almost finished.

Mandatory poster presentation will be held in end of May / beginning of June. A copy of the poster must be added the appendix in the master's thesis.

Open for

Course assessment

Literature