Data Engineering Fundamentals on Google Cloud — PickAClass
⏱ 2h 42m 📚 27 lessons 🎧 Audio version

Data Engineering Fundamentals on Google Cloud

Learn the core principles of data engineering and build scalable, secure data pipelines using BigQuery, Dataflow, and Pub/Sub on Google Cloud.

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About this course

Data is the backbone of modern decision-making, but raw data is useless without the infrastructure to process, clean, and store it efficiently. Aspiring data professionals need to understand how to leverage cloud services to build reliable, scalable data systems. This text-only course guides you through the foundational concepts of data engineering on Google Cloud. You will transition from understanding basic data lifecycles to conceptualizing and structuring robust data pipelines that can handle both batch and real-time streaming data. What you'll learn: - Understand the core roles, responsibilities, and foundational terminology of modern data engineering. - Explore key Google Cloud data services including BigQuery, Cloud Storage, Pub/Sub, and Dataflow. - Design efficient batch and streaming data pipelines to ingest and process diverse datasets. - Apply modern data lakehouse concepts and ELT patterns using BigQuery and integrated tools. - Implement data governance, security, and access controls to protect sensitive cloud data assets. You will start with essential definitions of data pipelines and storage architectures before moving on to structured text-based walkthroughs of data ingestion, processing, and warehousing. This course is designed for beginners, aspiring data engineers, and IT professionals looking to transition to cloud-based data management, with no prior cloud experience required. Start reading today to build your foundation in cloud data engineering.

What you'll get

  • 📜 Certificate of completion
    Add it to your LinkedIn profile
  • 💬 Personal AI tutor
    Stuck on a lesson? Ask your built-in tutor anything, any time.
  • 🎧 Audio version included
    Learn on the go — no screen needed
  • ♾️ Lifetime access
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  • 📱 Phone or computer
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  • 💸 14-day refund
    No questions asked
  • Short & focused
    2h 42m of practical content

Certificate of completion

Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.

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Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
Data Engineering Fundamentals on Google Cloud
Skills demonstrated
Behavioral pattern analysis
Foundational
1.2 hrs
Decision-architecture frameworks
Proficient
1.4 hrs
A/B test design
Proficient
1.7 hrs
Behavioral copywriting
Advanced
1.9 hrs
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Data Engineering Fundamentals on Google Cloud
Page 2 of 2
Performance detail
Coursework summary
Lessons completed 14 / 14
Practice questions 26 / 28
Assignments submitted 4 (avg 4.5 / 5)
Capstone project Reviewed — 4.6 / 5
Total practice 6.2 hrs
Performance benchmark
Cohort rank Top 12% of 1,625
Time to completion 11 days (median: 22)
Mastery score 91 / 100
Practice-question score 94%
Skill verification Verified Skill Path
Verify this credential
pickaclass.com/certificates/PCC-2026-X4F7-AP19
Issued under the academic standards of PickAClass. Skill levels reflect assessed performance against the course's competency rubric. This is an original credential of this platform.

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What do I need to take this course? +

Just a phone or computer with internet. No installs, no special hardware.

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By card via Stripe. We don’t store card details — Stripe handles them securely.

Can I get a refund? +

Yes — full refund within 14 days, no questions asked.

How long will I have access? +

Forever. Once you purchase, the course is yours to revisit anytime.

Will I get a certificate? +

Yes. On completion you'll receive a certificate you can add to your LinkedIn profile.

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