VDC Analytical Training
Home Coding Review Analytical Training Presentation/Report Resources Contacts
Day 1
Class Materials
Homework for day 2
Read through the ADRF Do’s and Don’ts
Review Database Diagram, Data Overview, and Data Documentation (specifically kpeds_degree)
Pre-Lecture Video: Exploratory Data Analysis (slides)
Postsecondary Value Framework Deep Dive
20 mins: Welcome and Class Introduction
45 mins: Framework Overview
10 mins: Break
50 mins: Measures
day 2
class materials
homework for day 3
Review Data Documentation (specifically kpeds_enrollments)
Review Project Template
Record Linkage Pre-Lecture Video (slides)
In ADRF: 01_Completions.ipynb, 01_Completions_checkpoints.ipynb
exploratory Data analysis, creating a cohort, and completions data
55 mins: Exploratory Data Analysis, Creating a Cohort, and Completions Data
5 mins: Break
55 hr: Group work
Accessing Notebooks in the ADRF
5 mins: Preview for Day 3
day 3
record linkage and enrollments data
55 mins: Record Linkage and Enrollments Data
5 mins: Break
50 mins: Group work
10 mins: Preview of Day 4 and Report Back
class materials
Homework for day 4
Review Data Documentation (specifically kpeds_financial_aid)
In ADRF: 02_Enrollments.ipynb, 02_Enrollments_checkpoints.ipynb
Day 4
financial aid data
30 mins: Financial Aid Data
5 mins: Break
1 hour 20 mins: Group work
5 mins: Preview of Day 5
class materials
Homework for day 5
In ADRF: 03_Financial_Aid.ipynb, 03_Financial_Aid_checkpoints.ipynb
Project Work: Develop an initial cohort (in ADRF)
Day 5
class materials
homework for day 6
Review Data Documentation (specifically ui_wages)
Review PVF Threshold Memo
In ADRF: 04A_Linked_Dataset_Construction.ipynb, 04B_Data_Model_Interactive_Guide.ipynb
application of the data model
55 mins: Application of the Data Model
5 mins: Break
50 mins: Group work
10 mins: Preview of Day 6 and Report Back
day 6
class materials
homework for day 7
Pre-Lecture Video: Missingness and Inference Errors (slides)
In ADRF: 05_Workforce_Linkage_Measurement.ipynb, 05_Workforce_Linkage_Measurement_checkpoints.ipynb
measurement and workforce data
55 mins: Measurement and Workforce Data
5 mins: Break
55 mins: Group work
5 mins: Preview of Day 7
day 7
class materials
homework for day 8
Pre-Lecture Video: Privacy, Confidentiality, and Ethics (slides)
Project Work: Develop an analysis plan (in ADRF)
missingness and inference errors
55 mins: Missingness and Inference Errors
5 mins: Break
50 mins: Group work
10 mins: Preview of Day 8 + Report Back
day 8
COMMUNICATING RESULTS, VISUALIZATION, AND EXPORTING DATA
85 mins: Communicating Results, Visualization, and Exporting Data
5 mins: Break
25 mins: Group work
5 mins: Program wrap-up