-FIT5197
5
https://weibo.com/u/7914912398
This assignment is worth 40% of the final grade and addresses the following unit learning
outcomes:
● Perform exploratory data analysis with descriptive statistics on given datasets.
● Construct models for predictive statistical analysis.
● Implement a model for data analysis through programming and scripting.
● Interpret results for a variety of models.
Assignment
component
Marks
contribution
Lowest marks (approaching
0%)
Highest marks (approaching
100%)
Coding
answershttps://weibo.com/u/7914912398
100% ● Incorrect answer
● Poor/no justification of
steps/final answer via
comments in the code
or complementary text
cellshttps://weibo.com/u/7914912398
● Few computational
steps not related to the
correct answer.
● Correct answer
● Strong justification of
steps/final answer via
comments or
complementary text
cells
● Complete computational
steps to arrive at the
final answer
Presentation
is composed
the following
items below:
Up to 5% of
marks can be
deducted for
not
addressing
the following
items
Maximum deduction Zero deductions
Submitted
documents
● Did not submit pdf of
the notebook file
● Poorly written, hard to
follow
● Unstructured
● Submitted pdf of the
notebook as well as the
notebook file
● Well written, easy to
follow
● Well structured
Coding
quality/struct
ure/elegance/
Visualisation
● Some errors, code
does not run, full of
warnings
● No comments
● Inefficient/ lengthy
syntax (e.g. too many
unnecessary for loops,
copy and pasting code
● Code runs, error free,
warning free
● Concise syntax
● The redundant or
unnecessary code is
excluded from the final
submission.
● Computationally efficient
2 of 2
instead of using
functions)
● Computationally
inefficient (runs
forever)
● No appropriate
indenting of code to
improve readability
● Number of decimal
places used for final
answers does not
correspond to what
was requested in the
assignment
● Excessive use of “hard
coding” (embedding
data directly into the
source code of a
program or other
executable object, as
opposed to obtaining
the data from external
sources or generating
it at runtime).
● Detailed comments
● Appropriate use of
indenting to make code
more readable
● Number of decimal
places used for final
answers matches what
was requested in the
assignment
● Minimal, if any use of
“hard coding” - loads
data from external
sources or passes
data/variables into
functions rather than
creating the variable
inside the function
again.