Data Modeling
What is a data model? A data model is the result of a data modeling process. Data modeling […]
data
AWS Well-Architected Framework
The AWS Well-Architected Framework helps you understand the pros and cons of decisions you make while building systems […]
Data Storage
Data storage is the second stage in the data engineering life cycle. Storage is fundamental. Choosing the proper […]
Data Serving
Serving data is the final stage in the data engineering life cycle. In the context of data engineering, […]
Data Transformation
What is data transformation? In the context of data engineering, it is part of the data engineering life […]
Data Generation
Where does data come from and where does it go? The first stage of the data life cycle […]
Data Life Cycle
The data life cycle (lifecycle) is the sequence of stages that a particular unit of data goes through […]
Filter Out Missing Data in Pandas
There are a few ways to filter out missing data in Python. When we talk about filtering data […]
Data Maturity
What is data maturity? Data maturity is a measurement that demonstrates the level at which a company makes […]
Data Science Hierarchy of Needs
In 2017, Monica Rogati published the hierarchy of needs diagram in an article that showed where AI and […]
Data Engineering Life Cycle
The data engineering life cycle (lifecycle) helps us to look at the bigger picture. It’s tempting to dive […]
Data Pipelines Introduction
Data pipelines are sets of processes that move and transform data from different sources to a specific destination, […]