Full Stack Data Workshop: Data Engineering, Day 1, Data Modeling Class

Опубликовано: 17 Июль 2026
на канале: Dancing with Data | Data Science and Engineering
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This is the class part of the 2024 FSDW Series. This is Day 1 of Q1, Data Engineering.

0:00 - Welcome and Casual Chat
5:08 - Start slide show
6:50 - What is data modeling
10:20 - Why Data Model
11:18 - Three types of data models
18:55 - other important points
21:50 - Different data modeling ideologies
22:50 - Fact and Dimension Tables
25:10 - Todays lab

In this video we discuss:
What is Data Modeling
Why is it important
The three types of data models
Other important parts of a data model

In another video we go through the material and build a data model together in Python and duckdb.

Tools Used:
Python (pyenv for virtualenv, and requirements.txt)
duckdb (in Python, to use SQL code in Python)

Screen Recording: http://tinyurl.com/3w2tmdew

Let me know if you have any questions