End to End Data Engineering Project using Databricks Free Edition | Spark Declarative Pipelines
In this Databricks tutorial, you will learn Lakeflow Spark Declarative Pipelines and build a real end-to-end project in the transportation domain that you can confidently put on your resume. This Databricks micro Course explains everything in a simple, intuitive way! Signup to Databricks Free Edition: https://bit.ly/4nK0NTN Code, Dataset, other resources: https://resources.codebasics.io/AvKXOB The Certification link: https://resources.codebasics.io/RuTWFY ⭐️ Timestamps ⭐️ 00:00:00 Intro 00:01:20 Project Introduction 00:03:30 Stakeholder Discussion 00:05:32 Technical Architecture & Data Understanding 00:08:25 Databricks Free Edition 00:09:10 Create Catalog and Schemas 00:11:41 S3 Bucket Setup Connecting with Databricks 00:16:41 Declarative vs Imperative Programming 00:18:19 City Table: Bronze Layer 00:31:20 City Table: Silver Layer 00:35:53 SDP Key Concepts 00:43:25 Calendar Table: Silver Layer 00:51:03 Trips Table: Bronze Layer 01:10:53 Generate BI Ready Data in Gold Layer 01:19:46 Incremental Load 01:25:20 Access Management 01:29:58 LDSP Benefits 01:32:42 Stakeholder Overview 01:34:35 What's Next Do you want to learn technology from me? Check https://codebasics.io/?utm_source=des... for my affordable video courses. Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website. 🎥 Codebasics Hindi channel: / @codebasicshindi #️⃣ Social Media #️⃣ 🧑🤝🧑 Discord for Community Support: / discord 📸 Codebasics' Instagram: / codebasicshub 📝 Codebasics' Linkedin : / codebasics ------ 📝 Dhaval's Linkedin : / dhavalsays 📝 Hem's Linkedin: / hemvad 📽️ Hem's Instagram for daily tips: / hemvadivel 📸 Dhaval's Personal Instagram: / dhavalsays 🔗 Patreon: https://www.patreon.com/codebasics?fa...

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