Welcome!
This course requires knowledge of Python (the requirement is listed in the course description). If you do not know Python, you will not do well and the course will be harder than it already is.
We will be using Slack this semester for course communication/discussion. Please make sure you have Slack installed on your computer before the semester starts. You will be given a link for the course Slack workspace when the course starts.
| name: en605645 | |
| channels: | |
| - conda-forge | |
| dependencies: | |
| - python=3.11 | |
| - numpy | |
| - scipy | |
| - matplotlib | |
| - seaborn | |
| - jupyter |
| name: en685648 | |
| channels: | |
| - conda-forge | |
| dependencies: | |
| - python=3.11 | |
| - numpy | |
| - scipy | |
| - matplotlib | |
| - tabulate | |
| - pandas |
This course requires knowledge of Python and SQL (the requirement is listed in the course description). If you do not know Python, you will not do well and the course will be that much harder.
For the Fall 2023 Semester, there are three sections of Data Science being offered. There are different Primary/Secondary Instructors and Chat Platforms for each Primary Instructor:
| Section | Primary | Secondary | Chat Platform |
|---|
| 'atom-text-editor.vim-mode-plus.normal-mode': | |
| ', l': 'proto-repl:toggle' | |
| ', L': 'proto-repl:toggle' | |
| ', y': 'proto-repl:remote-nrepl-connection' | |
| ', j': 'proto-repl:start-self-hosted-repl' | |
| ', e': 'proto-repl:exit-repl' | |
| ', k': 'proto-repl:clear-repl' | |
| ', S': 'proto-repl:toggle-auto-scroll' | |
| ', b': 'proto-repl:execute-block' | |
| ', B': 'proto-repl:execute-top-block' |
| 'atom-text-editor.vim-mode-plus.normal-mode': | |
| ', l': 'proto-repl:toggle' | |
| ', L': 'proto-repl:toggle' | |
| ', y': 'proto-repl:remote-nrepl-connection' | |
| ', j': 'proto-repl:start-self-hosted-repl' | |
| ', e': 'proto-repl:exit-repl' | |
| ', k': 'proto-repl:clear-repl' | |
| ', S': 'proto-repl:toggle-auto-scroll' | |
| ', b': 'proto-repl:execute-block' | |
| ', B': 'proto-repl:execute-top-block' |
One student did a straight-forward text-based adventure, narrative:
Uh oh... Degi's parents have been captured!
Based on the features of this plane, ['setting', 'waxing', 'fall'], Degi will be dropped in map01
Degi needs to get to the portal shrine for E
Degi's path through the plane looks like the map below
(0 = starting point, X = a visited point)
| <!DOCTYPE html> | |
| <meta charset="utf-8"> | |
| <style> | |
| #foo { | |
| width: 1200px; | |
| height: 400px; | |
| } | |
| .bar { |
| (def ^:export letter-data (clj->js [ | |
| {"letter" "A" "frequency" .08167} | |
| {"letter" "B" "frequency" .01492} | |
| {"letter" "C" "frequency" .02782} | |
| {"letter" "D" "frequency" .04253} | |
| {"letter" "E" "frequency" .12702} | |
| {"letter" "F" "frequency" .02288} | |
| {"letter" "G" "frequency" .02015} | |
| {"letter" "H" "frequency" .06094} | |
| {"letter" "I" "frequency" .06966} |
| from random import randint | |
| from collections import defaultdict | |
| def tally_k_birthdays( k): | |
| counts = defaultdict( int) | |
| for i in range( 0, k): | |
| birthday = randint( 1, 365) | |
| counts[ birthday] += 1 | |
| return counts |