Databricks Certified Data Engineer Associate Dumps

Exam Title: Databricks Certified Data Engineer Associate exam

Exam Code: Databricks Certified Data Engineer Associate exam

Certification: Data Engineer Associate

Total Questions: 45

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Pass Data Engineer Associate Exam In One Go with Dumpsgate | 2024

The Databricks Certified Data Engineer Associate certification exam tests a candidate’s ability to use the Databricks Lakehouse Platform to complete introductory data engineering tasks. This involves the candidate’s ability to run the Lakehouse Platform and its workspace, its architecture, and its capabilities. It also assesses the ability to perform multi-hop architecture ETL tasks using Apache Spark SQL and Python in both batch and incrementally processed paradigms. Finally, the exam assesses the tester’s ability to put basic ETL pipelines and Databricks SQL queries and dashboards into production while maintaining entity permissions. Individuals who pass this certification exam can be expected to complete basic data engineering tasks using Databricks and its associated tools.

Exam Details

Exam Outline 

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

  • Data Lakehouse (architecture, descriptions, benefits)
  • Data Science and Engineering workspace (clusters, notebooks, data storage)
  • Delta Lake (general concepts, table management and manipulation, optimizations)

Build ETL pipelines using Apache Spark SQL and Python, including:

  • Relational entities (databases, tables, views)
  • ELT (creating tables, writing data to tables, cleaning data, combining and reshaping tables, SQL UDFs)
  • Python (facilitating Spark SQL with string manipulation and control flow, passing data between PySpark and Spark SQL)
  • Incrementally process data, including:
  • Structured Streaming (general concepts, triggers, watermarks)
  • Auto Loader (streaming reads)
  • Multi-hop Architecture (bronze-silver-gold, streaming applications)
  • Delta Live Tables (benefits and features)

Build production pipelines for data engineering applications and Databricks SQL queries and dashboards, including:

  • Jobs (scheduling, task orchestration, UI)
  • Dashboards (endpoints, scheduling, alerting, refreshing)

Understand and follow best security practices, including:

  • Unity Catalog (benefits and features)
  • Entity Permissions (team-based permissions, user-based permissions)

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

  • Data Lakehouse (architecture, descriptions, benefits)
  • Data Science and Engineering workspace (clusters, notebooks, data storage)
  • Delta Lake (general concepts, table management and manipulation, optimizations)

Build ETL pipelines using Apache Spark SQL and Python, including:

  • Relational entities (databases, tables, views)
  • ELT (creating tables, writing data to tables, cleaning data, combining and reshaping tables, SQL UDFs)
  • Python (facilitating Spark SQL with string manipulation and control flow, passing data between PySpark and Spark SQL)

Incrementally process data, including:

  • Structured Streaming (general concepts, triggers, watermarks)
  • Auto Loader (streaming reads)
  • Multi-hop Architecture (bronze-silver-gold, streaming applications)
  • Delta Live Tables (benefits and features)

Build production pipelines for data engineering applications and Databricks SQL queries and dashboards, including:

  • Jobs (scheduling, task orchestration, UI)
  • Dashboards (endpoints, scheduling, alerting, refreshing)

Understand and follow best security practices, including:

  • Unity Catalog (benefits and features)
  • Entity Permissions (team-based permissions, user-based permissions)

What is the best method to prepare for the Databricks Data Engineer Associate Exam?

You can use the study resource material and the practice dumps to clear the Databricks Data Engineer Associate exam. The self-paced and instructor-led courses by Databricks provide good learning material. Dumpsgate provides the best and most reliable practice questions for the exam practice to help you ace the exam. 

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FAQs

What is the passing score of the Databricks Certified Data Engineer Associate Exam?

The passing score of the Databricks Certified Data Engineer Associate Exam is 70%. Out of 45 questions, you must have 32 correct answers. 

What is the worth of taking the Databricks Data Engineer Associate Exam?

Databricks provides the most refined study outline for IT learners. The exams test your ability to apply the most updated and recent study material. The certifications are highly recognized and help you to get good job opportunities in the relevant field. The average income of a Databricks Data engineer associate is $867,000 per annum.  

What languages are available in Databricks Certified Data Engineer Exam?

Databricks Certified Data Engineer Exam is available in only English. 

How many attempts are there to take the Databricks Data Engineer Associate Exam?

There is no limit to the number of exam attempts to take the Databricks Data Engineer Associate Exam. Each time you take the exam, you need to pay the exam fee of $200.

Does the Databricks Data Engineer Associate Exam expire?

Yes, the Databricks Engineer Associate Exam expires 2 years after gaining the certification. 

How hard is the Databricks Certified Data Engineer Associate Exam?

The Databricks Certified Data Engineer exam is not much hard as the other professional and expert level exams offered by Databricks. You can easily pass the exam by learning and practicing the updated course material. 

What is the percentage of the exam topics of the Databricks Data Engineer Associate Exam?

Each exam topic with its percentage is given below:

  • Databricks Lakehouse Platform – 24% (11/45)
  • ELT with Spark SQL and Python – 29% (13/45)
  • Incremental Data Processing – 22% (10/45)
  • Production Pipelines – 16% (7/45)
  • Data Governance – 9% (4/45)

How long does it take to prepare for the Databricks Certified Data Engineer Exam?

It would take about 1 week to prepare for the Databricks Certified Data  Engineer exam. The exam is tricky so you must be vigilant to prepare for the exam.  

What are the most authentic dumps for the Databricks Data Engineer Exam?

Dumpsgate provides the most authentic dumps for the Databricks Data Engineer Exam. Dumpsgate has the most authentic and reliable practice questions taken from real exam papers at an affordable price of just $25. 

How can I get the Dumpsgate dumps for Databricks Data Engineer Associate Exam?

To get the Databricks Data Engineer exam dumps, follow these steps:

  1. Go to the official Dumpsgate site
  2. In the top menu, click on the Databricks. 
  3. Search for Databricks Data Engineer Associate exam, click on ‘Add to cart.’
  4. Fill in the required information and Place an order. 

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