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Скачать или смотреть Projects | Building a Databricks Workflow with Python Wheel Tasks | Surfalytics

  • Surfalytics TV
  • 2025-02-12
  • 503
Projects | Building a Databricks Workflow with Python Wheel Tasks | Surfalytics
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Описание к видео Projects | Building a Databricks Workflow with Python Wheel Tasks | Surfalytics

🚀 Databricks Task Creation with Local IDE: Build & Deploy Python Wheel Package

🔹 Want to develop PySpark applications locally and deploy them to Databricks? In this tutorial, we’ll show you how to set up a Databricks workflow using a Python Wheel package for seamless ETL pipeline automation! 🔄🐍

👉 In this video, you will learn:
✅ How to set up a Databricks workspace (Free Trial) 🏗️
✅ Connecting Databricks with GitHub 🔗
✅ Uploading sample data to Databricks DBFS 📂
✅ Developing a PySpark ETL pipeline locally with Python 🛠️
✅ Creating and packaging a Python Wheel (.whl) 📦
✅ Uploading the wheel to Databricks Cluster 🚀
✅ Automating ETL with Databricks Workflows ⏳

Link to repo and solution: https://github.com/surfalytics/data-p...

=================
What is Surfalytics?

Inspired by West Coast surfing spots 🏖️ and Pacific Ocean vibes 🌊. Created to help you start a new career in the data analytics space, and develop data engineering and analytics skills through coaching. It will teach you not just dry skills, but will keep your focus on delivering significant value to businesses in the analytics realm as well as help to get fair compensation 💰 for the work you’re passionate about ❤️‍🔥.

The goal of Surfalytics is to assist you in achieving one of the following:

🏄‍♂️ Land your first job in the data industry with literally zero experience. I have accomplished this many times across the globe.

🏄 Advance from a middle-level role to a senior position (as an Analyst or Engineer).

🏄‍♀️ Transition from a non-technical Analyst role to a technical Engineer role.

Moreover, we will focus on creating a highly competitive CV and securing top job offers. We will not consider any lowball offers, focusing only on top-tier companies and well-paid opportunities.

Finally, Surfalytics is a results-driven community with a very narrow focus, resulting in a high return on investment (ROI). Here, ‘investment’ does not mean money but your time. I am literally fighting for your attention to encourage you to study and work hard, instead of watching Netflix or playing video games.

This is the best YouTube channel for Data Analytics and Engineering. You will patch up a lack of knowledge and get new experience and tips to build a Data Analyst roadmap or Data Engineer roadmap for yourself.

Want to be part of our growing community? Join on Surfalytics.com

#surfalytics #dmitryanoshin #datacommunity #freecourses #dataanalysis #dataengineering #roadmap #careerpath #mindmaps #tools #overview #dataanalysttips

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