Curriculum For This Course
Video tutorials list
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Introduction
Video Name Time 1. Course Overview 0:49 2. What is Databricks 5:02 3. Get started with Community Edition 3:20 4. Free trial on Azure 3:38 5. Exploring Workspace 3:35 6. Course Materials 1:29 7. Creating Cluster 6:39 8. Notebooks Fundamentals 13:48 9. Databricks Repos 8:37 -
Databricks Lakehouse Platform
Video Name Time 1. Delta Lake 5:24 2. Understanding Delta Tables (Hands On) 6:45 3. Advanced Delta Lake Features 4:16 4. Apply Advanced Delta Features (Hands On) 7:19 5. Relational entities 5:18 6. Databases and Tables on Databricks (Hands On) 7:08 7. Set Up Delta Tables 6:36 8. Views 3:40 9. Working with Views (Hands On) 7:15 -
ELT with Spark SQL and Python
Video Name Time 1. Querying Files 6:12 2. Querying Files (Hands On) 12:37 3. Writing to Tables (Hands On) 8:58 4. Advanced Transformations (Hands On) 8:48 5. Higher Order Functions and SQL UDFs (Hands On) 7:14 -
Incremental Data Processing
Video Name Time 1. Structured Streaming 7:28 2. Structured Streaming (Hands On) 8:34 3. Incremental Data Ingestion 4:40 4. Auto Loader (Hands On) 5:33 5. Multi-hop Architecture 2:14 6. Multi-hop Architecture (Hands On) 10:02 -
Production Pipelines
Video Name Time 1. Delta Live Tables (Hands On) 13:27 2. Change Data Capture 5:02 3. Processing CDC Feed with DLT (Hands On) 6:53 4. Jobs (Hands On) 9:02 5. Databricks SQL 12:38 -
Data Governance
Video Name Time 1. Data Objects Privileges 3:41 2. Managing Permissions (Hands On) 7:49 3. Unity Catalog 8:17 -
Certification pverview
Video Name Time 1. Certification Overview 6:02
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