Saturday, September 21, 2024

Azure Databricks & Spark For Data Engineers (PySpark/SQL)

Colleagues, the “Azure Databricks & Spark For Data Engineers (PySpark/SQL)” training program will equip you in Azure Databricks, Delta Lake, Unity Catalog, Azure Data Factory [DP203]. You will gain the skills required around Azure Databricks and Data Factory to pass the Azure Data Engineer Associate certification exam DP203. You will learn how to build a real world data project using Azure Databricks and Spark Core. This course has been taught using real world data.You will acquire professional level data engineering skills in Azure Databricks, Delta Lake, Spark Core, Azure Data Lake Gen2 and Azure Data Factory (ADF). Learn how to create notebooks, dashboards, clusters, cluster pools and jobs in Azure Databricks, how to ingest and transform data using PySpark in Azure Databricks, transform and analyze data using Spark SQL in Azure Databricks, Data Lake architecture and Lake House Architecture. Also, you will learn how to implement a Lake House architecture using Delta Lake, create Azure Data Factory pipelines to execute Databricks notebooks and Azure Data Factory triggers to schedule pipelines as well as monitor them. You will also learn how to connect to Azure Databricks from PowerBI to create reports, a comprehensive understanding about Unity Catalog and the data governance capabilities offered by Unity Catalog and how to implement a data governance solution using Unity Catalog enabled Databricks workspace. Skill-based training modules include: Azure Databricks Overview, Databricks Clusters, Databricks Notebooks, Accessing Azure Data Lake from Databricks, Securing Access to Azure Data Lake, Mounting Data Lake Container to Databricks, Spark Introduction, Data Ingestion - CSV, Data Ingestion JSON9 and Ingestion, Multiple File, Databricks Workflows, Filter & Join Transformations, Aggregations, Using SQL in Spark Applications, Spark SQL - Databases/ Tables/ Views/Filters/ Joins/ Aggregations/Analysis, Incremental Load, Delta Lake, Azure Data Factory, Connect to Other Services, Unity Catalog - Introduction, Unity Catalog - Mini Project and Unity Catalog. 

Enroll today (teams & executives are welcome): https://tinyurl.com/5adecuta 


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