DS2002 Data Science Systems I
Neal Magee, Ph.D.
Associate Professor, Data Science
University of Virginia, Spring 2024
Course Schedule
| # | Week | Topics(s) |
|---|---|---|
| 00 |
 Student Survey |
|
| 01 | 01/18/2024 | Course introduction: Data Engineering Basics |
| 02 | 01/23/2024 | Environments: The Linux command line and filesystem |
| 03 | 01/30/2024 | Environments: Git & GitHub |
| 04 | 02/06/2024 | Environments: Scripting & pipelines |
| 05 | 02/13/2024 | Environments: Containers |
| Quiz 1: Environments | ||
| 06 | 02/20/2024 | Infrastructure: Storage & Data Management |
| 07 | 02/27/2024 | Infrastructure: Manage your compute resources |
| 03/05/2024 | No Class - Spring Break | |
| 08 | 03/12/2024 | Infrastructure: Cloud Resources |
| Quiz 2: Infrastructure | ||
| 09 | 03/19/2024 | Databases: Managing Data |
| 10 | 03/26/2024 | Databases: SQL & Relational |
| 11 | 04/02/2024 | Databases: NoSQL & Unstructured Data |
| Quiz 3: Databases | ||
| 12 | 04/09/2024 | Data Pipelines: Scaling & Big Data |
| 13 | 04/16/2024 | Data Pipelines: Jobs |
| 14 | 04/23/2024 | Data Pipelines: Automation |
| Quiz 4: Data Pipelines | ||
| 15 | 04/30/2024 | Course Wrap-Up |