Neal Magee, Ph.D.
Associate Professor, Data Science
University of Virginia, Spring 2025
| Week # | Topics(s) |
|---|---|
| 01 | Course introduction: Data Engineering Basics |
| 02 | Environments: The Linux command line and filesystem |
| 03 | Environments: Git & GitHub |
| 04 | Environments: Scripting & pipelines |
| Quiz 1: Environments | |
| 05 | Databases: Data Management |
| 06 | Databases: SQL & Relational |
| 07 | Databases: NoSQL & Unstructured Data |
| Quiz 2: Data / Databases | |
| 08 | Infrastructure: Storage |
| 3/10/25 - 3/14/25 | No Class - Spring Break |
| 09 | Infrastructure: Manage your compute resources |
| 10 | Infrastructure: Cloud Resources |
| 11 | Infrastructure: Containers |
| Quiz 3: Infrastructure | |
| 12 | Data Pipelines: Scaling & Big Data |
| 13 | Data Pipelines: Jobs |
| 14 | Data Pipelines: Automation |
| 15 | Course Wrap-Up |
| Quiz 4: Data Pipelines |