• List of notes for this specialization

👉 Lecture notes

Information

• Home page
• Home page on Coursera.
• Instructor: Joe Reis (the author of “Fundamentals of Data Engineering” ← free download)
• Home page of Course 1 — Introduction to Data Engineering
• Lecture notes
• DeepLearning.AI community for this course.
• My Github repository for resources in the course.

Introduction to Data Engineering

• Data-Centric AI: The discipline of systematically engineering the data used to build an AI system.
• This program is all about framework, principles, getting you to think like a data engineer + building system on AWS.

Program

1. Course 1: Intro to DE
2. Course 2: Source Systems, Data Ingestion, and Pipelines.
3. Course 3: Data Storage and Queries.
4. Course 4: Data Modeling, Transformation, and Serving.

Prerequisite

• Intermediate Python, Pandas
• Basic SQL