Databricks Certified Data Engineer Professional -Preparation

If you are interested in becoming a Certified Data Engineer Professional from Databricks, you have come to the right place! This study guide will help you with preparing for this certification exam.

By the end of this course, you should be able to:

Model data management solutions, including:

• Lakehouse (bronze/silver/gold architecture, tables, views, and the physical layout)
• General data modeling concepts (constraints, lookup tables, slowly changing dimensions)

Build data processing pipelines using the Spark and Delta Lake APIs, including:

• Building batch-processed ETL pipelines
• Building incrementally processed ETL pipelines
• Deduplicating data
• Using Change Data Capture (CDC) to propagate changes
• Optimizing workloads

Understand how to use and the benefits of using the Databricks platform and its tools, including:

• Databricks CLI (deploying notebook-based workflows)
• Databricks REST API (configure and trigger production pipelines)

Build production pipelines using best practices around security and governance, including:

• Managing clusters and jobs permissions with ACLs
• Creating row- and column-oriented dynamic views to control user/group access
• Securely delete data as requested according to GDPR & CCPA

Configure alerting and storage to monitor and log production jobs, including:

• Recording logged metrics
• Debugging errors
• Follow best practices for managing, testing and deploying code, including:
• Relative imports
• Scheduling Jobs
• Orchestration Jobs

With the knowledge you gain during this course, you will be ready to take the certification exam.

I am looking forward to meeting you!

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