https://github.com/ndomah/the-data-engineering-academy

Materials from The Data Engineering Academy
https://github.com/ndomah/the-data-engineering-academy

apache-airflow apache-kafka apache-spark data-cleaning data-engineering data-preparation databricks dbt dimensional-data-modeling docker elasticsearch fastapi mongodb pipeline platform python relational-data-modeling snowflake sql

Last synced: 2 months ago
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Materials from The Data Engineering Academy

• Host: GitHub
• URL: https://github.com/ndomah/the-data-engineering-academy
• Owner: ndomah
• Created: 2025-01-24T14:29:04.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2025-02-04T18:50:08.000Z (4 months ago)
• Last Synced: 2025-02-04T19:39:32.957Z (4 months ago)
• Topics: apache-airflow, apache-kafka, apache-spark, data-cleaning, data-engineering, data-preparation, databricks, dbt, dimensional-data-modeling, docker, elasticsearch, fastapi, mongodb, pipeline, platform, python, relational-data-modeling, snowflake, sql
• Homepage:
• Size: 146 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# The Data Engineering Academy

This repo contains my materials from The Data Engineering Academy.

![Academy Tracks](https://github.com/ndomah/The-Data-Engineering-Academy/blob/main/Academy%20Tracks%20Download.jpg)

## 0. Pre-Bootcamp

1. [Intro to Data Engineering Notes](https://github.com/ndomah/The-Data-Engineering-Academy/blob/main/Intro%2Bto%2BData%2BEngineering%2BCourse%2BNotes.pdf)

## 1. [The Basics](https://github.com/ndomah/1.-The-Basics/tree/main)

1. [Introduction to Data Engineering](https://github.com/ndomah/1.-The-Basics/tree/main/1.%20Introduction%20to%20Data%20Engineering)

2. [Introduction to Python](https://github.com/ndomah/1.-The-Basics/tree/main/2.%20Introduction%20to%20Python)

3. [Python for Data Engineers](https://github.com/ndomah/1.-The-Basics/tree/main/3.%20Python%20for%20Data%20Engineers)

4. [Data Preparation & Cleaning for Machine Learning](https://github.com/ndomah/1.-The-Basics/tree/main/4.%20Data%20Preparation%20%26%20Cleaning%20for%20Machine%20Learning)

5. [Docker Fundamentals](https://github.com/ndomah/1.-The-Basics/tree/main/5.%20Docker%20Fundamentals)

6. [SQL for Data Engineers](https://github.com/ndomah/1.-The-Basics/tree/main/6.%20SQL%20for%20Data%20Engineers)

## 2. [Platform & Pipeline Design Fundamentals](https://github.com/ndomah/2.-Platform-Pipeline-Design-Fundamentals/tree/main)

1. [Platform & Pipeline Design](https://github.com/ndomah/2.-Platform-Pipeline-Design-Fundamentals/tree/main/1.%20Platform%20%26%20Pipeline%20Design)

2. [Platform & Pipeline Security](https://github.com/ndomah/2.-Platform-Pipeline-Design-Fundamentals/tree/main/2.%20Platform%20%26%20Pipeline%20Security)

3. [Choosing Data Stores](https://github.com/ndomah/2.-Platform-Pipeline-Design-Fundamentals/tree/main/3.%20Choosing%20Data%20Stores)

4. [Data Modeling 1](https://github.com/ndomah/2.-Platform-Pipeline-Design-Fundamentals/tree/main/4.%20Data%20Modeling%201)

5. [Data Modeling 2 Relational Data Modeling](https://github.com/ndomah/2.-Platform-Pipeline-Design-Fundamentals/tree/main/5.%20Data%20Modeling%202%20Relational%20Data%20Modeling)

6. [Data Modeling 3 Dimensional Data Modeling](https://github.com/ndomah/2.-Platform-Pipeline-Design-Fundamentals/tree/main/6.%20Data%20Modeling%203%20Dimensional%20Data%20Modeling)

## 3. [Fundamental Tools](https://github.com/ndomah/3.-Fundamental-Tools)

1. [API Design with FastAPI](https://github.com/ndomah/3.-Fundamental-Tools/tree/main/1.%20API%20Design%20with%20FastAPI)

2. [Apache Airflow Workflow Orchestration](https://github.com/ndomah/3.-Fundamental-Tools/tree/main/2.%20Apache%20Airflow%20Workflow%20Orchestration)

3. [Apache Spark Fundamentals](https://github.com/ndomah/3.-Fundamental-Tools/tree/main/3.%20Apache%20Spark%20Fundamentals)

4. [Apache Kafka](https://github.com/ndomah/3.-Fundamental-Tools/tree/main/4.%20Apache%20Kafka)

5. [MongoDB Fundamentals](https://github.com/ndomah/3.-Fundamental-Tools/tree/main/5.%20MongoDB%20Fundamentals)

6. [Log analysis with Elasticsearch](https://github.com/ndomah/3.-Fundamental-Tools/tree/main/6.%20Log%20analysis%20with%20Elasticsearch)

7. [Snowflake for Data Engineers](https://github.com/ndomah/3.-Fundamental-Tools/tree/main/7.%20Snowflake%20for%20Data%20Engineers)

## Certificate

![cert](https://github.com/ndomah/The-Data-Engineering-Academy/blob/main/certificate-of-completion-for-data-engineering-certification.jpg)