I 320D: Topics in Human-Centered Data Science: Data Engineering

Day Start End Building Room
  • Tuesday
  • Thursday
  • 12:30 PM
  • 12:30 PM
  • 02:00 PM
  • 02:00 PM
  • CBA
  • CBA
  • 4.330
  • 4.330

Catalog Description

Principles and practices in data engineering. Emphasis on the data engineering lifecycle and how to build data pipelines to collect, transform, analyze, and visualize data from multiple source systems. We will discuss data modeling techniques for organizing and managing data. We will look at data as an organizational asset and as a product. We will examine the various roles data engineers can have in an organization and career paths for data professionals.

Instructor Description

Principles and practices in Data Engineering. Emphasis on the data engineering lifecycle and how to build data pipelines to collect, transform, analyze and visualize data from operational systems. This is a hands-on and highly interactive course. Students will learn analytical data modeling techniques for organizing and querying data. They will learn how to transform data into dimensional models, how to build data products, and how to visualize the data. We will also examine the various roles data engineers can have in an organization and career paths for data professionals

Description

Principles and practices in data engineering. Emphasis on the data engineering lifecycle and how to build data pipelines to collect, transform, analyze, and visualize data from multiple source systems. We will discuss data modeling techniques for organizing and managing data. We will look at data as an organizational asset and as a product. We will examine the various roles data engineers can have in an organization and career paths for data professionals.

Fall Term 2023
Unique ID
28370
Mode: In Person
Restrictions

Restricted to undergraduate Informatics majors through registration period 1. Informatics minors may add classes and join waitlists beginning in period 2. Outside students will be permitted to join our waitlists beginning with period 3.