https://github.com/ndomah/data-engineering-bootcamp
https://github.com/ndomah/data-engineering-bootcamp
Last synced: 8 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/ndomah/data-engineering-bootcamp
- Owner: ndomah
- Created: 2025-01-04T18:34:51.000Z (9 months ago)
- Default Branch: main
- Last Pushed: 2025-01-04T19:09:51.000Z (9 months ago)
- Last Synced: 2025-01-09T03:48:41.470Z (9 months ago)
- Size: 283 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
Awesome Lists containing this project
README
# Data Engineering Bootcamp
This repository contains my notes and code from [The Data Engineering Academy](https://learndataengineering.com/p/academy).
## [1. The Basics](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/1.%20The%20Basics)
- [1.1 Introduction to Data Engineering](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/1.%20The%20Basics/1.1%20Introduction%20to%20Data%20Engineering)
- [1.2 Computer Science Fundamentals](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/1.%20The%20Basics/1.2%20Computer%20Science%20Fundamentals)
- [1.3 Introduction to Python](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/1.%20The%20Basics/1.3%20Introduction%20to%20Python)
- [1.4 Python for Data Engineers](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/1.%20The%20Basics/1.4%20Python%20for%20Data%20Engineers)
- [1.5 Data Preparation & Cleaning for Machine Learning](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/1.%20The%20Basics/1.5%20Data%20Preparation%20%26%20Cleaning%20for%20Machine%20Learning)
- [1.6 Docker Fundamentals](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/1.%20The%20Basics/1.6%20Docker%20Fundamentals)
- [1.7 Successful Job Application](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/1.%20The%20Basics/1.7%20Successful%20Job%20Application)
- [1.8 SQL for Data Engineers](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/1.%20The%20Basics/1.8%20SQL%20for%20Data%20Engineers)
## [2. Platform & Pipeline Design Fundamentals](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/2.%20Platform%20%26%20Pipeline%20Design%20Fundamentals)
- [2.1 Platform & Pipeline Design](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/2.%20Platform%20%26%20Pipeline%20Design%20Fundamentals/2.1%20Platform%20%26%20Pipeline%20Design)
- [2.2 Platform & Pipeline Security](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/2.%20Platform%20%26%20Pipeline%20Design%20Fundamentals/2.2%20Platform%20%26%20Pipeline%20Security)
- [2.3 Choosing Data Stores](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/2.%20Platform%20%26%20Pipeline%20Design%20Fundamentals/2.3%20Choosing%20Data%20Stores)
- [2.4 Data Modeling 1](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/2.%20Platform%20%26%20Pipeline%20Design%20Fundamentals/2.4%20Data%20Modeling%201)
- [2.5 Data Modeling 2 Relational Data Modeling](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/2.%20Platform%20%26%20Pipeline%20Design%20Fundamentals/2.5%20Data%20Modeling%202%20Relational%20Data%20Modeling)
- [2.6 Data Modeling 3 Dimensional Data Modeling](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/2.%20Platform%20%26%20Pipeline%20Design%20Fundamentals/2.6%20Data%20Modeling%203%20Dimensional%20Data%20Modeling)
## [3. Fundamental Tools](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/3.%20Fundamental%20Tools)
- [3.1 API Design with FastAPI](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/3.%20Fundamental%20Tools/3.1%20API%20Design%20with%20FastAPI)
- [3.2 Apache Airflow Workflow Orchestration](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/3.%20Fundamental%20Tools/3.2%20Apache%20Airflow%20Workflow%20Orchestration)
- [3.3 Apache Spark Fundamentals](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/3.%20Fundamental%20Tools/3.3%20Apache%20Spark%20Fundamentals)
- [3.4 Data Engineering on Databricks](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/3.%20Fundamental%20Tools/3.4%20Data%20Engineering%20on%20Databricks)
- [3.5 Apache Kafka](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/3.%20Fundamental%20Tools/3.5%20Apache%20Kafka)
- [3.6 MongoDB Fundamentals](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/3.%20Fundamental%20Tools/3.6%20MongoDB%20Fundamentals)
- [3.7 Log analysis with Elasticsearch](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/3.%20Fundamental%20Tools/3.7%20Log%20analysis%20with%20Elasticsearch)
- [3.8 Snowflake for Data Engineers](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/3.%20Fundamental%20Tools/3.8%20Snowflake%20for%20Data%20Engineers)
- [3.9 dbt for Data Engineers](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/3.%20Fundamental%20Tools/3.9%20dbt%20for%20Data%20Engineers)
## [4. Hands-On Projects](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/4.%20Hands-On%20Projects)
- [4.1 Streaming Kafka, Spark, MongoDB, FastAPI, and Streamlit](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/4.%20Hands-On%20Projects/4.1%20Streaming%20Kafka%2C%20Spark%2C%20MongoDB%2C%20FastAPI%2C%20and%20Streamlit)
- [4.2 Data Engineering on AWS](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/4.%20Hands-On%20Projects/4.2%20Data%20Engineering%20on%20AWS)
- [4.3 Data Engineering on Azure](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/4.%20Hands-On%20Projects/4.3%20Data%20Engineering%20on%20Azure)
- [4.4 Data Engineering on GCP](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/4.%20Hands-On%20Projects/4.4%20Data%20Engineering%20on%20GCP)
- [4.5 Modern Data Warehouses & Data Lakes](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/4.%20Hands-On%20Projects/4.5%20Modern%20Data%20Warehouses%20%26%20Data%20Lakes)
- [4.6 Machine Learning & Containerization on AWS](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/4.%20Hands-On%20Projects/4.6%20Machine%20Learning%20%26%20Containerization%20on%20AWS)
- [4.7 Storing & Visualizing Time Series Data](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/4.%20Hands-On%20Projects/4.7%20Storing%20%26%20Visualizing%20Time%20Series%20Data)
- [4.8 Contact tracing with Elasticsearch](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/4.%20Hands-On%20Projects/4.8%20Contact%20tracing%20with%20Elasticsearch)
- [4.9 Data Engineering on Hadoop](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/4.%20Hands-On%20Projects/4.9%20Data%20Engineering%20on%20Hadoop)
- [4.10 Dockerized ETL with AWS TDengine and Grafana](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/4.%20Hands-On%20Projects/4.10%20Dockerized%20ETL%20with%20AWS%20TDengine%20and%20Grafana)
## [5. Associate Data Engineer Certification](https://github.com/ndomah/Data-Engineering-Bootcamp/tree/main/5.%20Associate%20Data%20Engineer%20Certificate)
