dbt Analytics Engineering Certification Exam

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dbt (Data Build Tool): dbt Analytics Engineering Certification Exam| 6- Practice Papers & 340+ Q&A  


       



dbt (Data Build Tool): dbt Analytics Engineering Certification Exam  : Total Number of Practice Questions 340+


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Ace Your dbt Analytics Engineering Certification Exam – Exclusive Prep Only at QuickTechie.com

Ready to transform your data modeling skills and unlock lucrative career opportunities? Mastering the dbt Analytics Engineering Certification Exam is the gateway. Don't risk failure with generic resources – maximize your chances with QuickTechie.com's targeted, exam-focused preparation program.

Why QuickTechie.com?

  • Focused Expertise: Our materials are laser-focused on the specific skills and knowledge the dbt exam demands. No wasted time on irrelevant topics.
  • Success-Driven Approach: Forget dry lectures. We use real-world scenarios, interactive exercises, and exam-style quizzes to make learning dynamic and ensure you truly understand dbt principles.
  • Insider Insights: Our team includes seasoned dbt professionals who know the exam inside and out. Their knowledge is woven into our curriculum for your added advantage.

Your Certification Success Program Includes:

  • Comprehensive Modules Practice papers: Covering everything from dbt model development to deployment and documentation best practices. 
  • Expert-Crafted Practice Tests: Simulate the exam pressure and identify areas needing improvement before the real deal.
  • Detailed Answer Explanations: Not just 'right' or 'wrong.' We break down why an answer is correct, reinforcing dbt concepts for rock-solid understanding.
  • Special Offer: Subscribe Today, Get Even More

QuickTechie.com is your exclusive path to certification success. Start your subscription and conquer the exam with confidence!

 


  Indian credit and Debit Card(PayuMoney) (Unlimited Subscription) : 2999INR

 

Other Option Use UPI Payment: hadoopexam@kotak (After making Payment, please share exact product requirement on hadoopexam@gmail.com / info@quicktechie.com)


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+ Requirements & FAQ

Prerequisite:

Question: Why get dbt Certified?

Answer: dbt certification offers several benefits:

  • Skill Validation: It proves your proficiency in dbt concepts and best practices, with recognition directly from the dbt developers.
  • Career Advancement: The certification and associated digital badge make you stand out to recruiters and potential employers seeking dbt expertise.

Question: What skills does the dbt Certification validate?

Answer: The dbt Certification confirms your ability to:

  • Build and refactor data models
  • Apply version control to your analytics code
  • Create and implement tests for various models and data sources
  • Develop and maintain clear data documentation
  • Diagnose and fix errors
  • Monitor data pipeline health

Question: How did the dbt Certification come about?

Answer: The dbt Certification emerged from:

  • Years of observing successful dbt implementations on a global scale
  • The desire to formalize the best practices that empower safe and impactful use of dbt
  • The strong support of major cloud data platforms and the large dbt community

 

Question: What does the dbt Cloud Administration Exam evaluate? Answer: The exam tests your ability to configure, troubleshoot, optimize dbt projects, manage connections and environments, and enforce best practices for maximizing value within dbt Cloud.

Question: What are the exam logistics (duration, questions, cost, etc.)? Answer:

  • Duration: 2 hours
  • Number of Questions: 65
  • Passing Score: 63%
  • Price: $200

Question: What level of experience is recommended? Answer:

  • Proficiency in SQL
  • Minimum of 6+ months experience administering a dbt Cloud instance (up to version 1.4)

 

Question: What specific topics are covered in the exam? Answer:

  • Configuring dbt Cloud data warehouse connections
  • Configuring dbt Cloud git connections
  • Creating and maintaining dbt Cloud environments
  • Creating and maintaining job definitions
  • Troubleshooting and optimizing project performance
  • Configuring dbt Cloud security and licenses
  • Setting up monitoring and alerting for jobs

 

QUESTION: What background is helpful before taking the dbt exam? ANSWER: The author recommends the following:

  • SQL Fluency: 3+ years of intensive experience is ideal
  • Python: At least basic understanding, even if previously used primarily for ETL.
  • Git: A foundational course or equivalent knowledge.
  • Analytics Engineer Role: Prior experience doing the type of work dbt facilitates will make the concepts click much faster.

QUESTION: What's the best way to study for the dbt Analytics Engineering Certification?

ANSWER: The author followed these steps:

  1. dbt Fundamentals Course: Take your time, and try applying the concepts to your own sample project.
  2. Official Learning Path: Work through it thoroughly, supplementing with blogs and guides.
  3. Read the Docs: Seek out in-depth information on topics from the courses.
  4. Specific Guides: Focus on project structure, debugging, and migration topics.
  5. Relevant Blog Posts: Get insights on real-world dbt practices and review techniques.
  6. Essential References: Study core configuration files (dbt_project.yml, profiles.yml, etc.) and Jinja functions until you can comfortably recall the key components.

QUESTION: How challenging is the exam, and what's the final prep like?

ANSWER: The exam requires deeper knowledge than just using dbt. Here's how the author prepped:

  • Consolidate Notes: Summarize your learning into categories matching the exam's topics.
  • Intense Study: Treat the final prep like serious university review.

QUESTION: What kind of topics can I expect on the exam?

ANSWER: While specific questions can't be shared, the author recalls questions related to:

  • dbt Project Structure
  • Source Configuration
  • Jinja Functions
  • Debugging dbt Projects
  • Migrating from DDL/DML

 

FAQ:

Developing dbt models

  • Identifying and verifying any raw object dependencies.
  • Understanding core dbt materializations
  • Conceptualizing modularity and how to incorporate DRY principles
  • Converting business logic into performant SQL queries
  • Using commands such as run, test, docs and seed
  • Creating a logical flow of models and building clean DAGs
  • Defining configurations in dbt_project.yml
  • Configuring sources in dbt
  • Using dbt Packages

Debugging data modeling errors

  • Understanding logged error messages
  • Troubleshooting using compiled code
  • Troubleshooting .yml compilation errors
  • Distinguishing between a pure SQL and a dbt issue that presents itself as a SQL issue
  • Developing and implementing a fix and testing it prior to merging

Monitoring data pipelines

  • Understanding and testing the warehouse-level implications of a model run failing at different points in the DAG
  • Understanding the general landscape of tooling

Implementing dbt tests

  • Using generic, singular and custom tests on a wide variety of models and sources
  • Understanding assumptions specific to the datasets being generated in models and to the raw data in the warehouse
  • Implementing various testing steps in the workflow
  • Ensuring data is being piped into the warehouse and validating accuracy against baselines

Deploying dbt jobs

  • Understanding the differences between deployment and development environments
  • Configuring development and deployment environments
  • Configuring the appropriate tasks, settings and triggers for the job
  • Understanding how a dbt job utilizes an environment in order to build database objects and artifacts
  • Using dbt commands to execute specific models

Creating and maintaining dbt documentation

  • Updating dbt docs
  • Implementing source, table, and column descriptions in .yml files
  • Using dbt commands to generate a documentation site
  • Using macros to show model and data lineage on the DAG

Promoting code through version control

  • Understanding concepts and working with Git branches and functionalities
  • Creating clean commits and pull requests
  • Merging code to the main branch

Establishing environments in data warehouse for dbt

  • Understanding environment’s connections
  • Understanding the differences between production data, development data, and raw data

dbt (Data Build Tool): dbt Analytics Engineering Certification Exam| 6- Practice Papers & 340+ Q&A  


       



dbt (Data Build Tool): dbt Analytics Engineering Certification Exam  : Total Number of Practice Questions 340+


  Indian credit and Debit Card(PayuMoney) (Unlimited Subscription) : 2999INR

 Other Option Use UPI Payment: hadoopexam@kotak (After making Payment, please share exact product requirement on hadoopexam@gmail.com / info@quicktechie.com )


Ace Your dbt Analytics Engineering Certification Exam – Exclusive Prep Only at QuickTechie.com

Ready to transform your data modeling skills and unlock lucrative career opportunities? Mastering the dbt Analytics Engineering Certification Exam is the gateway. Don't risk failure with generic resources – maximize your chances with QuickTechie.com's targeted, exam-focused preparation program.

Why QuickTechie.com?

  • Focused Expertise: Our materials are laser-focused on the specific skills and knowledge the dbt exam demands. No wasted time on irrelevant topics.
  • Success-Driven Approach: Forget dry lectures. We use real-world scenarios, interactive exercises, and exam-style quizzes to make learning dynamic and ensure you truly understand dbt principles.
  • Insider Insights: Our team includes seasoned dbt professionals who know the exam inside and out. Their knowledge is woven into our curriculum for your added advantage.

Your Certification Success Program Includes:

  • Comprehensive Modules Practice papers: Covering everything from dbt model development to deployment and documentation best practices. 
  • Expert-Crafted Practice Tests: Simulate the exam pressure and identify areas needing improvement before the real deal.
  • Detailed Answer Explanations: Not just 'right' or 'wrong.' We break down why an answer is correct, reinforcing dbt concepts for rock-solid understanding.
  • Special Offer: Subscribe Today, Get Even More

QuickTechie.com is your exclusive path to certification success. Start your subscription and conquer the exam with confidence!

 


  Indian credit and Debit Card(PayuMoney) (Unlimited Subscription) : 2999INR

 

Other Option Use UPI Payment: hadoopexam@kotak (After making Payment, please share exact product requirement on hadoopexam@gmail.com / info@quicktechie.com)


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