Data Engineering 101 Lecture

I designed the lecture with a multiple years experience in data development, the lecture can help you to have foundation of data engineering, software engineering. You can be able to understand the fundamental of data system and what have been changing in data.

• About the Lecture
• Contents
  • Data Engineering Concepts
  • General Knowledge
  • Cloud
  • Additional Knowledge

About the Lecture

• Targets: this lecture is for building fundamental knowledge for data engineer (data developer) - fullstack data engineer
• Owner: Long Bui (longdatadevlog)
• Full playlist of Data Engineering 101 Lecture YouTube DE Playlist

• Watch Lecture Series #1 - Introduction

• Tooling Settings

You can Subscribe to my channel at https://www.youtube.com/@longdatadevlog for more Video, Podcast about Data Development.

Contents

Data Engineering Concepts

• Normalize and Denormalize Data
• Data Modeling
• NoSQL - Not only SQL
• Data Warehouse Concept
• Data pipeline(ETL/ELT)
• Data Quality

General Knowledge

• Programming
• Unit Test
• Version Control
• Containerizing
• Infrastructure as Code
• CI/CD
• Monitoring

Cloud

• Cloud
• AWS Cloud
• Data Engineering on AWS Cloud
• Networking on AWS
• Snowflake

Additional Knowledge

• Data Governance
• Development RoadMap
• Tooling Setup

Slides document of this lecture Data Engineering 101 Lecture - Documentation