Data Engineering Foundations: Build and Manage Modern Data Pipelines — PickAClass
4.2 (8) ⏱ 3h 📚 30 lessons 🎧 Audio version

Data Engineering Foundations: Build and Manage Modern Data Pipelines

Learn the core architectural concepts, pipeline strategies, and modern tools needed to transition into data engineering and design robust data systems from scratch.

  • 💬 AI instructor
    Ask about any lesson and get a clear answer instantly, anytime.
  • 🕐 Start anytime
    No schedules or deadlines — learn at your own pace, whenever suits you.
  • 🌐 In English
    Lessons, tasks and certificate — all fully in your language.

About this course

In today's data-driven world, organizations rely on robust infrastructure to transform raw information into actionable insights. This course introduces you to the essential concepts of data engineering, helping you understand how data flows securely and efficiently from source to destination. You will progress from understanding basic terminology to grasping how modern data pipelines, storage solutions, and orchestration tools work together. By reading through real-world scenarios and conceptual breakdowns, you will gain the confidence to discuss, design, and implement foundational data workflows. What you'll learn: - Understand the distinct roles of data engineers, analysts, and data scientists within the data ecosystem. - Explain the core stages of the data lifecycle, including ingestion, transformation, and storage. - Compare relational databases, data warehouses, data lakes, and modern lakehouse architectures. - Design robust ETL and ELT pipelines using modern data integration patterns. - Explore pipeline orchestration fundamentals and how workflow managers keep data flowing reliably. - Identify data security, privacy, and governance best practices for managing organizational assets. The course begins with foundational definitions and ecosystem roles before guiding you through data storage architectures, pipeline design, and modern orchestration workflows. You will reinforce your learning through written conceptual exercises and practical pipeline design scenarios. This course is designed for absolute beginners, aspiring data professionals, or software developers looking to transition into data engineering, with no prior technical experience required. Start reading today to build a strong foundation in the systems that power modern data analytics.

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
    Come back anytime, no expiry
  • 📱 Phone or computer
    Works anywhere, any device
  • 💸 14-day refund
    No questions asked
  • Short & focused
    3h 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.

P
PickAClass
Skills profile · verifiable
Document
Certificate of Mastery
This certifies that
Name Surname
has successfully demonstrated mastery of
Data Engineering Foundations: Build and Manage Modern Data Pipelines
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
P
PickAClass — Name Surname
Data Engineering Foundations: Build and Manage Modern Data Pipelines
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.

Reviews (8)

Luiza Oliveira BR Verified learner
★ 5 · July 21, 2026

Couldn't have asked for a better learning experience. The structure flowed perfectly, and the examples were incredibly relevant. Highly recommend!

سارة بنت حسن SA Verified learner
★ 4 · July 13, 2026

Really enjoyed the flow of this. The practical applications discussed were spot on. Great course!

Isabelle Leroy MC
★ 4 · June 28, 2026

A good introduction. The structure was mostly clear, but I wish there were a few more real-world examples. Still, learned a lot.

Bente Nielsen DK
★ 4 · June 21, 2026

Good foundational material. I appreciated the structured approach, although I wish there had been a few more real-world case studies.

منيرة المطيري KW
★ 3 · June 6, 2026

Solid course. It provided a good foundation. I'd prefer if some of the later modules had more challenging tasks, though.

Aminata Diallo NG Verified learner
★ 5 · June 2, 2026

Brilliant course! The flow of information was perfect, and the examples really solidified the concepts. Loved it!

عائشة حسين AE Verified learner
★ 5 · June 1, 2026

It's a solid course. The structure is logical and most of the examples were helpful. Could use a few more real-world scenarios though.

Bode Lawson NG Verified learner
★ 4 · May 31, 2026

Fantastic learning experience. The pace was perfect, and the examples really solidified the concepts. Big thumbs up!

Write a review

You'll be asked to sign in after sending — your draft is saved.

Learners also took

Frequently asked

What do I need to take this course? +

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

How do I pay? +

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.

Built for learners in
Tech Design Finance Marketing Healthcare Education Hospitality Manufacturing