The Data Engineering Academy

This repo contains my materials from The Data Engineering Academy.

0. Pre-Bootcamp

1. Intro to Data Engineering Notes

1. The Basics

1. Introduction to Data Engineering
2. Introduction to Python
3. Python for Data Engineers
4. Data Preparation & Cleaning for Machine Learning
5. Docker Fundamentals
6. SQL for Data Engineers

2. Platform & Pipeline Design Fundamentals

1. Platform & Pipeline Design
2. Platform & Pipeline Security
3. Choosing Data Stores
4. Data Modeling 1
5. Data Modeling 2 Relational Data Modeling
6. Data Modeling 3 Dimensional Data Modeling

3. Fundamental Tools

1. API Design with FastAPI
2. Apache Airflow Workflow Orchestration
3. Apache Spark Fundamentals
4. Apache Kafka
5. MongoDB Fundamentals
6. Log analysis with Elasticsearch
7. Snowflake for Data Engineers

Certificate