Brandeis University Foundations of Data Analytics Paper
Description
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You need to submit one reflection paper worth one homework for your overall grade.
This document specifies what information you should include in your report. For this
paper, I require that you create your document using Microsoft word. I will deduct
points for submitting the PDF document. Please spend time and go deep into the paper
in order to write a meaningful report.
1.
Report contents (no more than three pages)
Your report should be 2-3 pages, excluding a cover and references. You should use 11
font size, 1-inch margin layout and not decorate your documents anything further. Just
write your name and the assigned group number on the top. The paper consists of three
parts.
2.
Introduction
The introduction explains the problem the presenters intend to work on. You need to
evaluate whether the SafeGraph data is fit for this. You don have to agree with them.
However, make sure that you need to explain why you think this project has the
potential for further consideration.
3.
Main content 1: Representative Data
In order to approach the question well, it is crucial that the data be representative of the
cases the groups want to generalize to. You have observed that each group processed the
data in some way. If the sample is too small, they will face too much noise in the data,
but even very large samples can be nonrepresentative if the sampling method is flawed.
Read their question statement and compare it with their processed data. Evaluate the
quality of data according to the main question.
4.
Main content 2: Code Review
Consider the two challenges they would have faced. They might have addressed them
during the presentation, but you don have to follow. Write the two challenges in words
and explain their algorithms and how they handled. And then, you should make a list of
what you think should be changed or clarified (at least two points). If you want to give
them credit, please write here additionally.
5.
Your writing
As a reminder, the University Writing Center provides extensive resources to help you
improve your technical writing. It is your responsibility to make your writing count.
6.
Grading
Your project report will be graded holistically, taking into account many criteria:
originality, the level of understanding of the project, thoroughness of your evaluation,
analysis quality, writeup quality, etc.
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