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Data Engineering with Azure Databricks (English)

€ 1.399,- (excl. VAT) 2 days Utrecht

Description

In the training "Data Engineering with Azure Databricks" we will work with Databricks for two days to build a Data Lakehouse. The entire spectrum is covered here: architecture and design, Databricks setup, Implementation of transformations, orchestration of your tasks, version management and everything else that is needed for your Data Lakehouse. At the end of the training you will be able to independently set up a Data Lakehouse within Databricks.

Prerequisites to follow the Data Engineering with Azure Databricks training

To participate in this training it is important that you have prior knowledge of the following topics:

  • Basic knowledge of SQL:
    • Query Concepts (SELECT, WHERE, GROUP BY, ORDER BY, LIMIT, and JOIN)
    • DDL (CREATE, ALTER, DROP of tables and databases)
    • DML (DELETE, INSERT, UPDATE, MERGE)
  • Knowledge of data engineering in the cloud (VMs, storage accounts, AD accounts, etc.)
  • Basic knowledge of Python (modules, reading data, simple operations)
T-SQL for data analysts (DP-080) (English)
Data Engineering with Azure Databricks (English)
Azure Data Fundamentals (DP-900) (English)
Data Engineering with Azure Databricks (English)
Git for Data Engineers (English)
Data Engineering with Azure Databricks (English)

Course outline

  • Data Lakes and Data Warehouses
  • Delta Lake
  • ETL with Spark SQL
  • Python and SparkSQL
  • Incremental data processing with Structured Streaming and Auto Loader
  • Data Lakehouse architecture: the "medallions" (gold, silver, bronze)
  • Delta Live Tables
  • Orchestration with Jobs
  • Databricks SQL
  • Rights management
  • Bring dashboards and queries into production
  • Dbfs: the DataBricks File System
  • Manage your Data Lake from Databricks
  • Transform data into a data lakehouse using PySpark
  • Databricks tables: managed and unmanaged
  • Hive Metastore
  • Version management in Databricks
  • Time travel
  • Schedule enforcement
  • Scheme evolution

Study material

In the training "Data Engineering with Azure Databricks" we work with official Databricks material. We make sure that you receive all the necessary material on time.

Available dates

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Starts at:
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Location: Utrecht
Price (ex. VAT): € 1.399,-
Price (inc. VAT): € 1.692,79
Starts at:
Ends at:
Location: Utrecht
Price (ex. VAT): € 1.399,-
Price (inc. VAT): € 1.692,79
Starts at:
Ends at:
Location: Utrecht
Price (ex. VAT): € 1.399,-
Price (inc. VAT): € 1.692,79
Starts at:
Ends at:
Location: Utrecht
Price (ex. VAT): € 1.399,-
Price (inc. VAT): € 1.692,79
Starts at:
Ends at:
Location: Utrecht
Price (ex. VAT): € 1.399,-
Price (inc. VAT): € 1.692,79
Starts at:
Ends at:
Location: Utrecht
Price (ex. VAT): € 1.399,-
Price (inc. VAT): € 1.692,79

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