| Week | Date | Topic | Prepare | Materials | In Class | Assignments |
|---|---|---|---|---|---|---|
| 1 | Tue 08/25 | Hello World | Take Getting to Know you Survey | π₯οΈ slides 01 π Syllabus |
Hello world slides - motivating survey Start HW 0 |
π hw00 Due Thu 8/27 |
| Thu 08/27 | Meet the Toolkit | π r4ds - intro (read only, do not install stuff) | π ims - chp 1 πIntro to R π₯ Meet the Toolkit:: Programming π₯ Meet the Toolkit::Git |
πAE01 - Meet Quarto in Jupyterhub with UNvotes. Due end of class 8/27 | π hw01 Due Mon 8/31 | |
| 2 | Tue 09/01 | Data Visualization | π R4DS Ch1 | π₯ Data Viz (23 min) (wk2-d01) π₯οΈwk2-d01 code along | π AE02- Hello git π₯οΈ wk2-d01 code along |
Render, commit and push all completed wk2 code alongs by Mon 9/7 |
| Thu 09/03 | π₯ ggplot2 (21 min) π₯οΈ wk2-d02 code along |
π ims - chp 5 π₯Numerical viz (24 min) π₯οΈwk2-d03 code along π ims - chp 4 π₯Categorical viz (6 min) π₯οΈwk2-d04 code along |
π₯οΈwk2-d03 code along | Finish d04 | ||
| 3 | Tue 09/08 | Data Wrangling - single data frame | Clone your wk3 repo into a new R Project in Jupyterhub π R4DS Ch 3.1β3.4 Data transformation |
π₯Grammer of data wrangling (13 min) π₯οΈ wk3-d01 code along π₯Working with a single data frame (33 min) π₯οΈwk3-d02 code along |
βQuiz 1 π₯οΈ wk3-d01 π₯οΈ Start wk3-d02 |
Render, commit and push all completed wk3 code alongs by Monday 9/14 |
| Thu 09/10 | π R4DS Ch4 - Workflow basics | π AE03 - Gerrymandering (Due 9/14) | πStatistial Programming - Small mistake big impact [Persuall assignment] (Due 9/14) | |||
| 4 | Tue 09/15 | Exploratory Data Analysis | πData Analysis in R - Ch 2.3 only | πR4DS Chapter 10 π₯οΈwk4-d01 EDA |
Side quest - install full toolkit lcoally | πHW02 Exploring SF AirB&B listings. Due Fri 9/25 π₯οΈ wk4-d01 (Due 9/17) |
| Thu 09/17 | Bring paper, pencil and eraser | Revisit AE01 - UN votes |
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| 5 | Tue 09/22 | Data types, importing, recoding | π₯wk5-d01 data types (30min) |
π₯οΈ wk5-d01 code along π₯wk5-d02 data classes (19 min) π₯οΈ wk5-d02 code along πR4DS Chapter 5: Tidy data πR4DS Ch 17.1β17.3: Datetimes πR4DS Ch 16: Factors |
π₯οΈ wk5-d02 | |
| Thu 09/24 | π₯wk5-d03 data import (32 min) |
π₯οΈ wk5-d03 code along πR4DS Ch 7: Data import |
[AE04] - Read from google sheet and clean data | AE04 - due EOD wk5 code alongs (Due Mon 9/28) |
DATA 385: Introduction to Data Science
This page contains an outline of the topics, content, and assignments for the semester. Note that this schedule will be updated as the semester progresses and the timeline of topics and assignments might be updated throughout the semester.
Last Updated: Fri Sep 18 11:44:52 PM