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Assignments
COURSEWORK:
Coursework consist of 5 homework assignments, 1 final exam, and after-class quizzes that will determine your class participation (grading in parentheses):
| Assignment |
Note
|
Out |
Due |
Weight |
| Homework 0 |
Installation, Set up |
Week 1, Tue
|
-- |
0%
|
| Homework 1 |
pySpark and RDDs
|
Week 2, Thu
|
Week 3, Thu
|
11%
|
| Homework 2 |
Regression in Spark
|
Week 3, Thu |
Week 4, Thu
|
12%
|
| Homework 3 |
Classification in Spark
|
Week 4, Thu |
Week 5, Thu
|
12%
|
| Homework 4 |
Data Analysis with PCA in Spark
|
Week 5, Thu |
Week 6, Thu
|
12%
|
| Homework 5 |
Hands-on with ML-lib and SparkSQL
|
Week 6, Thu
|
Week 7, Thu |
13%
|
| Progress |
Quizzes (posted on Canvas)
|
after each class |
within 2 days |
15%
|
| Final Exam |
You are allowed to bring a single, A4-size 'cheat' sheet with your notes
|
See here for
date,
time,
place |
-- |
25%
|
HOMEWORK:
The goal of the homework is to enable the students to practice the concepts learned in class using real-world datasets.
- ASSIGNMENTS ARE DUE AT 11:59 PM OF THE DUE DATE.
- All assignments are to be done individually. Please see the collaboration policy.
- Submission (only electronically):
- Submit all of your source files on Gradescope.
- Also submit your print out/pdf with answers on Gradescope.
- Make sure that your answers are legible and coding is clear.
- See course policies for assignment questions, late submissions, graded homework pick-up.
EXAM:
There will be a final exam. It will be closed everything -- no books, slides, computers, etc.
You will only be allowed to bring along with you one (1) A4-size paper of your own notes ('cheat sheet'), you can use both sides.
The final date will be announced during the semester.
CLASS PARTICIPATION:
Student progress and participation will be quantified via quizzes. Each quiz will be a list of multiple-choice questions, to be posted on Canvas after each class -- with a due date and time.
There will be a total of 10-12 such quizzes during the semester, 1 point each. We will select the highest-scoring 10 out of those for each student, for a total of 15% of the final grade.
Students who attempt all the questions in the quiz will get 0.5 point even if they answer all these questions wrong. Students who do not attempt to answer any questions in a quiz will receive 0 points.
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