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I suggest you read along with the course the two books on Data Science linked in the main page, handouts page and below. Though Data Science is a rapidly evolving area, it is important to expand upon the topics presented here. The course is very broad and so you can deepen your understanding by reading and experiencing the topics.
(N = # assignments, M = #class participation exercises)
Week # | Assignment # | Description | Optional Reading | Suggested Date | Due Date (at 11:59pm unless otherwise stated) |
Points |
---|---|---|---|---|---|---|
1 |
Information to help us get to know you, when office hours will be useful and some information about your backgrounds. Please complete as early as possible. | 7/5/23 | 7/7/23 | 1/M*EC% | ||
1 |
Group survey | If you need a group or to tell us who your group is, required by all | 7/5/23 | 7/5/23 | 1/M*EC% | |
1 |
D1 | Workbook/Discussion lab 1 | 7/10/23 | 7/14/23 |
2% | |
1 |
A0 | Practice assignment 0 | 7/10/23 | 7/14/23 |
1/M*EC% | |
1 |
D2 | Workbook/Discussion lab 2 | 7/12/23 | 7/14/23 |
2% | |
1 |
A1 | Assignment 1 - Python | 7/12/23 | 7/14/23 | 8% | |
2 |
github submission | 7/14/23 | EXTENDED 7/15/2 |
TBA | ||
2 |
First lecture quiz | 7/14/22 | 7/14/23 | TBA | ||
2 |
One per group, please review 2 prior quarter projects (either from here or of your choosing if you have already been in process) | 7/14/23 | EXTENDED 7/15/23 |
TBA | ||
2 |
Workbook/Discussion lab 3 | 7/17/23 |
Extended to 7/23 at midnight, turn in 7/21 for EC |
2% | ||
2 |
Workbook/Discussion lab 4 |
|
7/19/23 |
Extended to 7/23 at midnight, turn in 7/21 for EC |
2% |
|
2 |
Assignment 2 - pandas |
|
7/19/23 |
Extended to 7/23 at midnight, turn in 7/21 for EC |
8% |
|
3 |
Quiz 2 | Second lecture quiz covering week 2, on canvas | 7/19/23 | 7/21/23 | TBA | |
3 |
D5 | Workbook/Discussion lab 5 | 7/24/23 |
Extended to 7/31 at midnight |
2% | |
3 |
D6 | Workbook/Discussion lab 6 | 7/26/23 |
Extended to 7/31 at midnight |
2% | |
3 | A3 | Assignment 3 | 7/26/23 |
Extended to 7/31 at midnight |
8% | |
3 | Checkpoint 1: Data (link to raw file) | Data checkpoint for the final project. github submission to your class repo | 7/21/23 |
Extended to 7/22 at midnight, turn in 7/21 for EC |
TBA | |
4 | Checkpoint 2: EDA (link to raw file) | EDA checkpoint for the final project. github sumission to your class repo | 7/28/23 |
Extended to 7/31/23at midnight EXTRA CREDIT IF COMPLETE BY TONIGHT before 1am |
TBA | |
4 | Quiz 3 | Thir lecture quiz covering week 3, on canvas | 7/29/23 | 8/1/23 | TBA | |
4 | Checkpoint collection time form | Form to tell us what commit time you want your checkpoints collected from - extra credit or normal credit (scroll to bottom, module week5) | 8/1/23 | 8/1/23 | -- | |
4 | D7 | Workbook/Discussion lab 7 | 8/7/23 at 5pm | 2% | ||
4 | A4 (EC) | Assignment 4 Extra credit | 8/7/23 at 5pm | 4% max | ||
5 | Final project report | Final report for project, github submission to your class repo | 8/5/23 at 11:59pm (if you haven't turned it in yet, just do your best to submit as soon as possible) | TBA | ||
5 | Final project video | Final project 5-10m video, added in report as to how we can access (youtube, google drive link, file, etc) | 8/6/23 at 11:59pm | TBA | ||
5 | Extra credit video reviews | You can learn from the other projects by watching their videos, then complete our google form one for each video to get extra credit | 8/7/23 at 5pm (I'll try to add if you submit later as well) | 0.5% each, up to 6% | ||
Quiz 4 | Canvas, assignment, week 4-5 materials | 5% | 8/8/23 at 6pm | TBA | ||
5 | Post course survey (EC) | Post course survey - a variety of questions, submit by 8/7/23 at 11:59pm for extra credit, but you can submit later as well, we just may not be able to provide extra credit | 8/7/23 at 11:59pm | 1/M*EC% | ||
5 | Group feedback form | 8/8/23 at 8pm |