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Databricks Certified Data Engineer Associate Training

Live Online & Classroom Enterprise Training

Databricks Certified Data Engineer Associate is a certification that validates skills in building and managing data pipelines using Databricks. It covers data ingestion, transformation, optimization, and working with Apache Spark in a cloud environment.

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What is Databricks Certified Data Engineer Associate Training about?

The Databricks Certified Data Engineer Associate certification demonstrates your ability to use Databricks tools and features to prepare, transform, and analyze data at scale. The course covers core data engineering concepts such as ETL processes, data ingestion, Delta Lake, Spark SQL, and performance optimization. Designed for aspiring and practicing data engineers, this certification ensures you can efficiently design production-grade pipelines on the Databricks Lakehouse Platform. 

What are the objectives of Databricks Certified Data Engineer Associate Training ?

  • Understand Databricks Lakehouse architecture and core components. 
  • Perform ETL (Extract, Transform, Load) operations with Spark and Delta Lake. 
  • Build and manage data pipelines for structured and semi-structured data. 
  • Optimize queries and jobs for scalability and performance. 
  • Prepare for and pass the Databricks Certified Data Engineer Associate exam.

Who is Databricks Certified Data Engineer Associate Training for?

  • Data engineers working with big data and cloud platforms. 
  • ETL developers and data pipeline specialists. 
  • Data analysts and scientists transitioning into data engineering roles. 
  • Cloud engineers using Azure, AWS, or GCP with Databricks. 
  • Professionals aiming for Databricks certification.

What are the prerequisites for Databricks Certified Data Engineer Associate Training?

Prerequisites:    

  • Basic knowledge of SQL and relational databases. 
  • Familiarity with Python or Scala for data processing. 
  • Understanding of data engineering concepts (ETL, pipelines). 
  • Experience with big data tools (Spark, Hadoop) is helpful. 
  • Hands-on practice with Databricks platform (recommended). 


Learning Path:   

  • Introduction to Databricks & Lakehouse Fundamentals. 
  • Data Ingestion & ETL with Spark and Delta Lake. 
  • Data Transformation & Pipeline Orchestration. 
  • Query Optimization & Performance Tuning. 
  • Certification Exam Preparation & Mock Tests. 


Related Courses:   

  • Databricks Certified Data Analyst Associate. 
  • Databricks Certified Machine Learning Associate. 
  • Microsoft Azure Data Engineer Associate. 
  • Google Cloud Professional Data Engineer.

Available Training Modes

Live Online Training

5 Days

Course Outline Expand All

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  • Course Overview
  • What is Databricks
  • Free trial on Azure
  • Exploring Workspace
  • Course Materials
  • Creating Cluster
  • Notebooks Fundamentals
  • New Notebook Features
  • Git folders
  • Delta Lake
  • Understanding Delta Tables
  • Advanced Delta Lake Features
  • Applying Advanced Delta Features
  • Optimizing Data File Layout
  • Relational entities
  • Databases and Tables on Databricks
  • Set Up Delta Tables
  • Views
  • Working with Views
  • Querying Files
  • Reminder: Technical Considerations
  • Querying Files
  • Simplified File Querying
  • The _metadata Column
  • Writing to Tables
  • Advanced Transformations
  • Higher Order Functions and SQL UDFs
  • Structured Streaming
  • Structured Streaming
  • Incremental Data Ingestion
  • Auto Loader
  • Auto Loader options
  • Multi-hop Architecture
  • Multi-hop Architecture
  • Lakeflow Declarative Pipelines
  • Change Data Capture
  • Processing CDC Feed with DLT
  • Lakeflow Jobs
  • Deploying Jobs with Databricks Asset Bundles
  • Databricks SQL
  • Data Objects Privileges
  • Managing Permissions
  • Unity Catalog
  • Unity Catalog
  • Delta Sharing
  • Lakehouse Federation
  • Cluster Best Practices

Who is the instructor for this training?

The trainer for this Databricks Certified Data Engineer Associate Training has extensive experience in this domain, including years of experience training & mentoring professionals.

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