View Plans
WCD Logo-Transparent
View Brochure
Sign Up Now

Data Engineering Pipelines

Track Course
Advanced
Fully Ready

About the Course

This course provides a comprehensive overview of building and managing scalable data engineering pipelines using Azure Data Factory, with integration into Synapse Analytics and Azure DevOps. Learners will gain hands-on experience in pipeline orchestration, dynamic datasets, triggers, reusable templates, and data transformation workflows to support enterprise-level data solutions.

Learning Outcomes

By the end of this course, participants will be able to:

  • Build and manage scalable pipelines with Azure Data Factory.
  • Apply dynamic datasets, triggers, templates, and reusable design patterns.
  • Integrate ADF with Azure DevOps and Logic Apps for deployment and automation.
  • Orchestrate transformations in Synapse to deliver enterprise-ready solutions.

Curriculum

  • Chapter 1: Introduction to Data Engineering Pipelines

    Overview:

    In this chapter, you will explore the fundamentals of data engineering pipelines, their purpose, and their role in modern data platforms.

    Topics:

    • Pipeline concepts and architecture
    • Key pipeline stages: ingestion, transformation, orchestration
  • Chapter 2: Azure Data Factory Essentials

    Overview:

    In this chapter, you will learn the core components of Azure Data Factory and how to design basic pipelines.

    Topics:

    • Introduction to Azure Data Factory (architecture, pricing, interface)
    • Copy Activity for ingestion and transformation
    • Dynamic datasets and parent-child design patterns
    • Hands-on exercises and quizzes
  • Chapter 3: Advanced Azure Data Factory

    Overview:

    In this chapter, you will apply advanced ADF features and learn how to integrate ADF into enterprise data workflows.

    Topics:

    • Triggers and automation with Logic Apps
    • ARM templates for deployment
    • Advanced features: global parameters, reruns, Power Query, Data Flows
    • Integration with Azure DevOps for CI/CD pipelines
  • Chapter 4: Mini Project

    Overview:

    In this chapter, you will apply your knowledge to build and deploy a complete end-to-end data pipeline.

    Topics:

    • Designing a full data pipeline
    • Implementing dynamic datasets and triggers
    • Orchestration and workflow automation

Tools

Azure Data Factory (ADF)
Azure Synapse Analytics
Azure DevOps
Data Flows
Ready to start learning?

Get access to top-rated courses, real projects, and job-ready skills.

Sign Up Now
Have questions?

We’re here to help. Talk to our advisors. 

STUDENT REVIEWS

What our graduates are saying

I had an incredible experience at this data science bootcamp! Coming in with no prior knowledge, I was amazed at how quickly I gained a solid understanding of the field. The curriculum is intensive and hands-on, allowing me to learn real, applicable skills through working on real client projects. The staff are exceptionally supportive and always ready to help. This bootcamp truly transformed my career path, and I couldn’t be more grateful for the knowledge and confidence I’ve gained. Highly recommended for anyone looking to break into data science!

My experience was awesome. I was taught by professional data engineers who shared their insights based on their professional experience. The topics covered are relevant to what employers are looking for and I enjoyed hands-on projects. I learned all the skills I needed to be a data engineer and I got a full-time offer as a data engineer, thanks to the mentors from WecloudData. I highly recommend this program. I was able to land interviews at Amazon, Yelp, CI Financial e.t.c

Deciding to go with WeCloudData was one of the best decisions I made during my career switch. Their Bootcamps are intense but they get you where you need to go. The instructors are amazing and the TAs very knowledgeable. Their client projects taught me a lot even after the bootcamp was done. I was able to land my current job thanks to the skills and training from the course.

I had the pleasure of attending WeCloudData’s Data Fundamentals bootcamp, which was fantastic. The highly qualified instructors used cutting-edge teaching techniques that greatly facilitated understanding the logic of coding and programming. They carefully progressed us from fundamental to more complex subjects, avoiding any feeling of overload. I wholeheartedly endorse this course for anyone hoping to become a data analyst—it’stheonly one you’ll need. The teachers are very outstanding!

This bootcamp provided me with the necessary technical skills and industry knowledge to secure a data job. The instructors are knowledgeable and shared everything they know to help me achieve my goals. The TAs are resourceful and patient answering my questions. The projects in the bootcamp enhanced my knowledge and impressed interviews. This is a wonderful bootcamp if you are looking to either imporve your skills or switch career!

Recommended if you're interested in Data Engineering Pipelines
Standard Course

AI Automation

Standard Course

Introduction to GitHub Actions

Standard Course

GCP Fundamentals

Standard Course

Introduction to Large Language Models

Learning Track

DevOps Engineering Track

Learning Track

MLOps Engineering Track

Learning Track

Cloud Engineering Track

Learning Track

Artificial Intelligence (AI) Engineering Track

Common Questions

Find answers to your questions about the Learning Track
  • Standard Courses: Focused, short courses that build foundational or intermediate skills through hands-on exercises, enabling you to apply what you learn immediately.
  • Track Courses: Structured learning paths that guide you from beginner to advanced levels. They include practical projects that integrate multiple tools and workflows, aligned with industry best practices, helping you gain the skills and confidence to tackle real-world challenges.

No. Track Courses are only accessible through the Professional or Unlimited+ subscription plans.

  • Standard Plan gives you access to all Standard Courses.
  • Professional Plan gives you access to both Standard and Track Courses within your chosen domain.
  • Unlimited+ Plan provides full access to all courses — both Standard and Track — across all domains.

 

Yes, all courses are designed to be self-paced. Learn when it fits your schedule.

Each course includes prerequisites if needed. Many Standard Courses are beginner-friendly.

Still have questions?

If you have other queries or specific concerns, don’t hesitate to let us know. Your feedback is important to us, and we aim to provide the best support possible.

Contact Us

Your Learning Journey Awaits 🚀

Grow your skills, build projects you’ll be proud of, and unlock new opportunities — all at your pace.

Get Started Now
WeCloudData

WeCloudData is the leading data science and AI academy. Our blended learning courses have helped thousands of learners and many enterprises make successful leaps in their data journeys.

Sign up for newsletter

"*" indicates required fields

This field is for validation purposes and should be left unchanged.
Programs
Corporate Services
Resources
Company
Let’s Connect!
Facebook-f Twitter Linkedin Instagram Meetup

Canada:

180 Bloor St W #1003

Toronto, ON, Canada M5S 2V6

US:

16192 Coastal Hwy

Lewes, DE 19958, USA

info@weclouddata.com

Download Data Engineering Pipelines Course Package
This site is registered on wpml.org as a development site. Switch to a production site key to remove this banner.