Curriculum For This Course
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Introduction
2 Lectures Time 00:03:49 -
Modeling Data Management Solutions
7 Lectures Time 00:35:20 -
Data Processing
8 Lectures Time 00:37:18 -
Improving Performance
5 Lectures Time 00:21:54 -
Databricks Tooling
5 Lectures Time 00:36:23 -
Security and Governance
2 Lectures Time 00:12:23 -
Testing and Deployment
2 Lectures Time 00:12:21 -
Monitoring and Logging
1 Lecture Time 00:08:53 -
Certification Overview
1 Lecture Time 00:05:34
Video tutorials list
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Introduction
Video Name Time 1. Course Overview 0:32 2. Scenario Walkthrough 3:17 -
Modeling Data Management Solutions
Video Name Time 1. Bronze Ingestion Patterns 2:36 2. Multiplex Bronze (Hands On) 5:59 3. Streaming from Multiplex Bronze (Hands On) 4:03 4. Quality Enforcement (Hands On) 6:13 5. Streaming Deduplication (Hands On) 6:21 6. Slowly Changing Dimensions 4:03 7. Type 2 SCD (Hands On) 6:05 -
Data Processing
Video Name Time 1. Change Data Capture 3:36 2. Processing CDC Feed (Hands On) 7:32 3. Delta lake CDF 4:42 4. CDF (Hands On) 5:27 5. Stream-Stream Joins (Hands On) 4:17 6. Stream-Static Join 3:12 7. Stream-Static Join (Hands On) 4:04 8. Materialized Gold Tables (Hands On) 4:28 -
Improving Performance
Video Name Time 1. Partitioning Delta Lake Tables 4:59 2. Partitioning (Hands On) 2:48 3. Delta Lake Transaction Log 4:39 4. Transaction Log (Hands On) 6:00 5. Auto Optimize 3:28 -
Databricks Tooling
Video Name Time 1. Databricks Jobs (Hands On) 8:22 2. Advanced Jobs Configurations (Hands On) 4:57 3. Troubleshooting Jobs failures (Hands On) 4:20 4. REST API (Hands On) 10:01 5. Databricks CLI (Hands On) 8:43 -
Security and Governance
Video Name Time 1. Propagating Deletes (Hands On) 6:48 2. Dynamic Views (Hands On) 5:35 -
Testing and Deployment
Video Name Time 1. Relative Imports (Hands On) 9:20 2. Data Pipeline Testing 3:01 -
Monitoring and Logging
Video Name Time 1. Managing Clusters 8:53 -
Certification Overview
Video Name Time 1. Certification Overview 5:34
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