Databricks Streaming and Delta Live Tables
The Databricks Streaming and Delta Live Tables (SDLT) course is designed to prepare students for the Databricks Certified Professional Data Engineer certification exam. The content for this course consists of the Professional-level modules of the Data Engineer Learning Path and can be delivered as instructor-led training (ILT)
Languages Available: English | 日本語 | Português BR | 한국어
- Ability to perform basic code development tasks using the Databricks Data Engineering and Data Science workspace (create clusters, run code in notebooks, use basic notebook operations, import repos from git, etc.)
- Intermediate programming experience with PySpark
* Extract data from a variety of file formats and data sources
* Apply a number of common transformations to clean data
* Reshape and manipulate complex data using advanced built-in functions
- Intermediate programming experience with Delta Lake (create tables, perform complete and incremental updates, compact files, restore previous versions, etc.)
- Beginner experience configuring and scheduling data pipelines using the Delta Live Tables (DLT) UI
- Beginner experience defining Delta Live Tables pipelines using PySpark
* Ingest and process data using Auto Loader and PySpark syntax
* Process Change Data Capture feeds with APPLY CHANGES INTO syntax
* Review pipeline event logs and results to troubleshoot DLT syntax
Outline
Incremental Processing with Spark Structured Streaming
* Streaming Data Concepts
* Introduction to Apache Spark™ Structured Streaming
* Reading from a Streaming Query
* Aggregations, Time Windows, Watermarks
* Windowed Aggregation with Watermark
Streaming ETL Patterns with DLT
* Data Ingestion Patterns
* Auto Load to Bronze
* Stream from Multiplex Bronze
* Quality Enforcement Patterns
* Quality Enforcement
Upcoming Public Classes
Date | Time | Language | Price |
---|---|---|---|
Jan 10 | 09 AM - 01 PM (America/New_York) | English | $750.00 |
Feb 03 | 09 AM - 01 PM (Asia/Kolkata) | English | $750.00 |
Feb 05 | 01 PM - 05 PM (America/New_York) | English | $750.00 |
Feb 07 | 01 PM - 05 PM (Europe/London) | English | $750.00 |
Public Class Registration
If your company has purchased success credits or has a learning subscription, please fill out the Training Request form. Otherwise, you can register below.
Private Class Request
If your company is interested in private training, please submit a request.
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