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://codebasics.io/resources/databricks-micro-course
The Certification link: https://codebasics.io/courses/databricks-mini-course-3
⭐️ 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
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Chapters (19)
Intro
1:20
Project Introduction
3:30
Stakeholder Discussion
5:32
Technical Architecture & Data Understanding
8:25
Databricks Free Edition
9:10
Create Catalog and Schemas
11:41
S3 Bucket Setup Connecting with Databricks
16:41
Declarative vs Imperative Programming
18:19
City Table: Bronze Layer
31:20
City Table: Silver Layer
35:53
SDP Key Concepts
43:25
Calendar Table: Silver Layer
51:03
Trips Table: Bronze Layer
1:10:53
Generate BI Ready Data in Gold Layer
1:19:46
Incremental Load
1:25:20
Access Management
1:29:58
LDSP Benefits
1:32:42
Stakeholder Overview
1:34:35
What's Next
🎓
Tutor Explanation
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