Azure Databricks & Spark For Data Engineers:Handson Project

Azure Databricks & Spark For Data Engineers:Hands-on Project
2025-04-28
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz

Real World Project on Formula1 Racing using Databricks, PySpark, Spark SQL, Delta Lake, Unity Catalog,Azure Data Factory

What you’ll learn
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)
You will learn how to create notebooks, dashboards, clusters, cluster pools and jobs in Azure Databricks
You will learn how to ingest and transform data using PySpark in Azure Databricks
You will learn how to transform and analyse data using Spark SQL in Azure Databricks
You will learn about Data Lake architecture and Lakehouse Architecture. Also, you will learn how to implement a Lakehouse architecture using Delta Lake.
You will learn how to create Azure Data Factory pipelines to execute Databricks notebooks
You will learn how to create Azure Data Factory triggers to schedule pipelines as well as monitor them.
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 connect to Azure Databricks from PowerBI to create reports
You will gain a comprehensive understanding about Unity Catalog and the data governance capabilities offered by Unity Catalog.
You will learn to implement a data governance solution using Unity Catalog enabled Databricks workspace.

Requirements
All the code and step-by-step instructions are provided, but the skills below will greatly benefit your journey
Basic Python programming experience will be required
Basic SQL knowledge will be required
Knowledge of cloud fundamentals will be beneficial, but not necessary
Azure subscription will be required, If you don’t have one we will create a free account in the course

Description
Who this course is for:
University students looking for a career in Data Engineering, IT developers working on other disciplines trying to move to Data Engineering, Data Engineers/ Data Warehouse Developers currently working on on-premises technologies, or other cloud platforms such as AWS or GCP who want to learn Azure Data Technologies, Data Architects looking to gain an understanding about Azure Data Engineering stack

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