Data Engineering and BI Fundamentals: End-to-End Data Pipelines — PickAClass
⏱ 2h 54m 📚 29 lessons 🎧 Audio version

Data Engineering and BI Fundamentals: End-to-End Data Pipelines

Learn to extract, transform, store, and visualize analytical data using Docker, Airflow, ClickHouse, and modern BI tools.

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  • 🌐 In English
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About this course

Modern organizations rely on automated data pipelines to transform raw inputs into actionable business intelligence. This course guides you through foundational concepts and practical techniques required to engineer end-to-end data workflows from ingestion to interactive dashboards. What you will learn: Understand core terminology, architecture patterns, and data engineering principles. Containerize data services and isolated environments using Docker. Orchestrate automated data workflows and ETL pipelines with Apache Airflow. Query and store analytical data efficiently using ClickHouse. Design interactive business intelligence dashboards in Superset and DataLens. Apply fundamental data quality checks and workflow monitoring concepts. You will begin with basic definitions and system design concepts before progressing through written explanations and structured code snippets to build a complete data pipeline. This course is designed for beginners and aspiring data professionals with no prior data engineering background. Start reading today to build your core data pipeline skills.

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
    2h 54m 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 and BI Fundamentals: End-to-End 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
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Data Engineering and BI Fundamentals: End-to-End Data Pipelines
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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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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.

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