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https://github.com/ossinova/awesome-databricks

A collection of useful and awesome Databricks resources
https://github.com/ossinova/awesome-databricks

List: awesome-databricks

awesome awesome-list databricks guide lists resources

Last synced: about 1 month ago
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A collection of useful and awesome Databricks resources

Host: GitHub
URL: https://github.com/ossinova/awesome-databricks
Owner: ossinova
License: cc0-1.0
Created: 2023-12-21T01:32:06.000Z (9 months ago)
Default Branch: main
Last Pushed: 2023-12-21T05:33:18.000Z (9 months ago)
Last Synced: 2024-04-21T11:15:20.457Z (5 months ago)
Topics: awesome, awesome-list, databricks, guide, lists, resources
Homepage:
Size: 48.8 KB
Stars: 1
Watchers: 1
Forks: 0
Open Issues: 2
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE-OF-CONDUCT.md

Awesome Lists containing this project

ultimate-awesome - awesome-databricks - A collection of useful and awesome Databricks resources. (Other Lists / PowerShell Lists)

README

        # Awesome Databricks

[![Links](https://github.com/ossinova/awesome-databricks/actions/workflows/links.yml/badge.svg)](https://github.com/ossinova/awesome-databricks/actions/workflows/links.yml) [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)

## Contents

- [Awesome Databricks](#awesome-databricks)

  - [Technology](#technology)

    - [Apache Spark](#apache-spark)

    - [Delta Lake](#delta-lake)

    - [Delta Sharing](#delta-sharing)

    - [MLflow](#mlflow)

    - [Koalas](#koalas)

  - [Cloud](#cloud)

    - [AWS](#aws)

    - [Azure](#azure)

    - [GCP](#gcp)

  - [External Resources](#external-resources)

    - [Blogs](#blogs)

    - [YouTube](#youtube)

    - [Repos](#repos)

    - [Influencers](#influencers)

    - [Courses](#courses)

    - [Books](#books)

  - [Internal Resources](#internal-resources)

    - [Databricks Blog](#databricks-blog)

    - [Databricks Documentation](#databricks-documentation)

    - [Databricks Certifications](#databricks-certifications)

    - [Databricks Academy](#databricks-academy)

    - [Databricks Community Edition](#databricks-community-edition)

    - [Databricks Community Forum](#databricks-community-forum)

    - [Databricks Demos](#databricks-demos)

    - [Databricks Release Notes](#databricks-release-notes)

- [Contributing](#contributing)

- [License](#license)

## Technology

### Apache Spark

* [Apache Spark](https://spark.apache.org/) - Official site

* [Docs](https://spark.apache.org/docs/latest/) - Documentation

* [Awesome Spark](https://github.com/awesome-spark/awesome-spark#readme) - Awesome list for Apache Spark

### Delta Lake

* [Delta Lake](https://delta.io/) - Official site

* [Docs](https://docs.delta.io/latest/index.html) - Documentation

### Delta Sharing

* [Delta Sharing](https://delta.io/sharing/) - Official site

* [Docs](https://docs.databricks.com/en/data-sharing/index.html) - Documentation

### MLflow

* [MLflow](https://mlflow.org/) - Official site

* [Docs](https://mlflow.org/docs/latest/index.html) - Documentation

### Koalas

* [Koalas](https://koalas.readthedocs.io/en/latest/index.html) - Official site

* [Docs](https://koalas.readthedocs.io/en/latest/user_guide/index.html) - Documentation

---

## Cloud

### AWS

* [Awesome AWS](https://github.com/donnemartin/awesome-aws#readme) - Awesome AWS list

### Azure

* [Awesome Azure](https://github.com/dem108/Awesome-Azure-Advanced-Analytics) - Awesome Azure (Advanced Analytics) list

* [Awesome Azure Databricks](https://github.com/tfayyaz/awesome-azure-databricks) - Awesome Azure Databricks list 

### GCP

* [Awesome GCP](https://github.com/GoogleCloudPlatform/awesome-google-cloud) - Awesome Google Cloud list 

---

## External Resources

### Blogs

* [Medium](https://medium.com/tag/databricks) - Databricks tagged blog articles

* [Towards Data Science](https://towardsdatascience.com/tagged/databricks) - Databricks tagged blog articles

* [LinkedIn](https://www.linkedin.com/search/results/content/?contentType=%22documents%22&heroEntityKey=urn%3Ali%3Aorganization%3A3477522&keywords=databricks&origin=FACETED_SEARCH&position=0&searchId=a66016f8-2e52-4aaa-871b-660fdab798fd&sid=dPV) - Databricks tagged posts with document

### YouTube

* [Databricks](https://www.youtube.com/@Databricks) - Official Databricks Youtube channel

* [Advancing Analytics](https://www.youtube.com/@AdvancingAnalytics) - You'll find a whole ton of spark, Databricks, Azure and more.

### Repos

* [Delta Lake](https://github.com/delta-io/delta)  - Storage layer with ACID transactions.

* [quinn](https://github.com/mrpowers/quinn)  - PySpark methods to enhance developer productivity.

* [chispa](https://github.com/mrpowers/chispa)  - PySpark test helper methods with beautiful error messages

* [mack](https://github.com/mrpowers/mack)  - Delta Lake helper methods in PySpark

* [spark-style-guide](https://github.com/mrpowers/spark-style-guide)  - Spark style guide

* [scala-style-guide](https://github.com/databricks/scala-style-guide)  - Databricks Scala Coding Style Guide

* [nutter](https://github.com/microsoft/nutter)  - Testing framework for Databricks notebooks

### Influencers

People to follow on LinkedIn:

* [Ali Ghodsi](https://www.linkedin.com/in/alighodsi/) - Databricks Founder & CEO

* [Matthew Powers](https://www.linkedin.com/in/matthew-powers-cfa/) - Databricks  Developer Advocate & creator of quinn, mack, chispa

* [Danny Lee](https://www.linkedin.com/in/dennyglee/) - Databricks  Developer Advocate & deltalake expert

* [Oscar Dyremyhr](https://www.linkedin.com/in/oscar-dyremyhr/) - Databricks Champion & creator of awesome-databricks

* [Simon Whiteley](https://www.linkedin.com/in/simon-whiteley-uk/) - Public Speaker & creator of Advancing Analytics YT content

* [Youssef Mrini](https://www.linkedin.com/in/yousseefmrini/) - Databricks Solution Engineer & blogger

### Courses

TBD

### Books

TBD

---

## Internal Resources

### Databricks Blog

* [Official Blog](https://www.databricks.com/blog/)

Recent blog posts:

* [Introducing Databricks Assistant for Help](https://www.databricks.com/blog/introducing-databricks-assistant-help)

* [Data Intelligence Platforms](https://www.databricks.com/blog/what-is-a-data-intelligence-platform)

* [Lakehouse as a Common Language Across The Enterprise](https://www.databricks.com/blog/lakehouse-common-language-across-enterprise)

### Databricks Documentation

Databricks offers comprehensive documentation for all three major supported cloud vendors:

* [AWS](https://docs.databricks.com/en/index.html)

* [Azure](https://learn.microsoft.com/en-us/azure/databricks/)

* [GCP](https://docs.gcp.databricks.com/en/index.html)

  

### Databricks Certifications

Databricks offers a variety of certifications for Data Engineers, Data Analysts, and ML/Data Scientist. 

* [All Certifications](https://www.databricks.com/learn/certification)

  * [Data Analyst](https://www.databricks.com/learn/certification#data-analyst)

  * [Data Engineer](https://www.databricks.com/learn/certification#data-engineer)

  * [ML/Data Scientist](https://www.databricks.com/learn/certification#data-scientist)

  * [Speciality Badges](https://www.databricks.com/learn/certification#specialty)

  * [FAQ](https://www.databricks.com/learn/certification/faq)

### Databricks Academy

* [Academy Learning Platform](https://www.databricks.com/learn/training/home)

  * [Learning paths](https://www.databricks.com/learn/training/learning-paths)

  

**Mobile App**: Download [Go.Learn for Android](https://play.google.com/store/apps/details?id=com.docebo.eolo.staging&hl=en&gl=US&pli=1) or [Go.Learn for iOS](https://apps.apple.com/us/app/go-learn/id1362542319)

### Databricks Community Edition

[Databricks Community Edition](https://docs.databricks.com/en/getting-started/community-edition.html) is a limited but free version of Databricks for personal and training use. 

### Databricks Community Forum

A [community forum](https://www.databricks.com/discover/introduction-to-data-analysis-workshop-series#:~:text=Customer%20Support-,Community,-Training%20and%20Certification) similar to that of StackOverflow just for Databricks related queries.

### Databricks Demos

Databricks offers [dbdemos](https://www.databricks.com/resources/demos/tutorials), a one-line installation tool. Install demos in your workspace to quickly access best practices for data ingestion, governance, security, data science and data warehousing.

Categories:

* [Lakehouse Platform](https://www.databricks.com/resources/demos/tutorials#lakehouse-platform)

* [Data Engineering](https://www.databricks.com/resources/demos/tutorials#data-engineering)

* [Data Scienece and AI](https://www.databricks.com/resources/demos/tutorials#data-science%20and%20ai)

* [Data warehousing and BI](https://www.databricks.com/resources/demos/tutorials#data-warehouse%20and%20bi)

* [Governance and Unity Catalog](https://www.databricks.com/resources/demos/tutorials#governance-and%20unity%20catalog)

### Databricks Release Notes

Follow the roadmap and latest news by subscribing or watching [Databricks Release Notes](https://docs.databricks.com/en/release-notes/index.html)

Topic:

* [Platform](https://docs.databricks.com/en/release-notes/product/index.html)

* [Runtime](https://docs.databricks.com/en/release-notes/runtime/index.html)

* [Databricks SQL](https://docs.databricks.com/en/sql/release-notes/index.html)

* [Developer Tools](https://docs.databricks.com/en/release-notes/dev-tools/index.html)

* [Databricks Connect](https://docs.databricks.com/en/release-notes/dbconnect/index.html)

* [Databricks Live Tables](https://docs.databricks.com/en/release-notes/delta-live-tables/index.html)

  

---

Contributing

====

Your contributions are always welcome, just follow [the rules](https://github.com/ossinova/awesome-databricks/blob/master/CONTRIBUTING.md)!

License

====


This work is licensed under a Creative Commons Attribution 4.0 International License.