General Project Instructions

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General project instructions

For projects, groups have two options: (1) picking your own project, (2) choosing a speciﬁed project.

Picking your own project

If you decide to pick your own project on the topic and data of interest, please submit a project proposal

by November 13th. Your proposal should have a clear description of the database that you are using, and

use some visualization techniques to show the visual patterns of the data. Next, you need to identify some

fundamental questions that you are trying to answer using the database (for reference, you can look at the

type of questions we have proposed in the speciﬁed projects). Once you identify the questions, you need to

mention what methods (among those learned in class) you are going to use to answer those questions.

You can either prepare a pdf document or an ipynb document and email the proposal along with the database

that you are going to use to me (miladm@berkeley.edu). After you submit your proposal, I will give you

feedback and then you can go forward with your project.

Choosing a speciﬁed project

If you choose to work on the speciﬁed projects by us, take a look at the two speciﬁed projects and their

instructions in the folders Project1 and Project2. Discuss with your group members which project is more

interesting, and please send me an email (miladm@berkeley.edu) with your choice, and the name of group

members by November 13th.

Final Presentation

We do not require a project report, so your entire project grading would be based on your ﬁnal presentation.

Each group have 10 minutes of time for presenting their project and their ﬁndings. You can use any platform

for presentation, but we recommend using Microsoft PowerPoint. You should make sure that all of the group

members are presenting part of the project, for example, if your group has three members, you should divide

the presentation in three parts, which each of you will present one part. This does not mean that each

member worked only on that speciﬁc part, it is just for encouraging all of you to give a presentation.

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