DSCI 210: Data Science

DSCI 210 -- Data Science
Fall 2024
My Schedule

Announcements:
- No class on Thursday, Nov 21
- Midterm - Takehome; Due Tuesday, Nov 19 by 4:30PM;
  - Midterm-Takehome: Link
  - Data: Folder | Food Inspections Data
  - Additional Document: Understanding Food Inspection Data
- Get started on this takehome, we will use Thursday, Nov 14 as a work day
- Some thoughts about Malone's take-home exams. This will take several hours to complete (if its any consolation it took several hour to write); you may get frustrated - this is natural when being asked to complete a task such as this; when the frustration level begins to impede your learning I want you to ask - ask me, a peer, Chat GPT, etc. Finally, this is a group assignment - if a group member does not do their fair share of the work, you can submit your exam without their name on it. It is my job to deal with this type of thing - not yours.

Course Materials

Module 8 - Reshaping Data in Prep

Part I: Link

Module 7 - Introduction to R: Link
Midterm - Takehome; Due Tuesday, Nov 19 by 4:30PM
- Midterm-Takehome: Link
- Data: Folder | Food Inspections Data
- Additional Document: Understanding Food Inspection Data
Study Guide for Midterm: Link | Solution
Note: Content missing on this study guide includes: string functions, Tableau Prep, and CART.

Introduction to CART | Folder

Notes - Part B: Link
Notes - Part A: Part A
App: Training Set | Test Set

Introduction to JMP Graph Builder

World Literacy Data: Folder | CSV
World Literacy Story: Link
Makeover Mondays: Link

Introduction to Tableau Prep | Folder

National Park Service Mortality: Source: Link
Snake Killings: Source: Link

Software Requests

Prep: Download | Key: TCEH-2B74-2620-412E-E3DC
JMP: Link; Select JMP Software Request; Check Email after 24 hours for download link...

Module 5 - Data Visualization
- EPT Activity: Link | Summaries
- Grammar of Graphics: Link
- Gestalt Principles: Link
Module 4 - Data Verbs - String Functions:
- Part A: Link

Module 3 - Data Verbs - Part I: Folder
- Activity: Link
- Part A: Link

Module 2 - Aggregation: Folder

911 Calls Data: 911_Calls_for_Service.csv
CO Snowfall Tidy: CO_Snowfall_Tidy.csv
Part A: Aggregations in a Spreadsheet: Link

Module 1 - Tidy Data: Folder
- Part C: Dates: Link
- Part B: Data in Spreadsheets: Link
- Sibling Task: Task Questions | Data | Data Stacked
- Part A: Clean Data: Link
Syllabus: Link

Assessments

Task #3: Great Lakes Drownings - Simple summary
- Task #3 Link
- Task #3 Data Folder: Link
- Task #3 Helper Video: Link

HW #1: Due Monday, Sept 30, Turn in to my office (GILD 141) by 4:30PM
- Assignment: Link
- Submission Form for Final Spreadsheet: Link

- Data: Excel | Google Sheets
- CDC WONDER Query: Link

Task #2: Siblings Data Analysis: Link
- Worth 10 pts
- Due Tuesday, Sept 3
Task #1: Sibling Data Collection: Form
- Worth 5 points
- Submit form by Thursday, 8/29 by 9:30AM
- Must sign into Google to submit