Azure Data Factory Fundamentals: Mastering Data Processing with Ease

  • Created by Everton Oliveira
  • Course Duration 3 hours 39 mins
  • Price USD$
  • User Rating
  • Platform Skillshare
  • Course Link Explore Course
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Azure Data Factory is an Azure-based, cloud-based Azure-less service (extract, transform, load). It offers an intuitive no-code interface for authoring, orchestrating, and monitoring data-driven workflows. With over 80 connectors above all else, you can also create complex complex pipelines that natively integrate compute resources. With data feeds from related, HDInsight Hadoop, Databricks,

Unlock the Power of Data Transformation and Integration with Azure Data Factory

Introduction

In the era of data-driven decision-making, mastering the art of data processing and integration is non-negotiable. Enter Azure Data Factory, your gateway to streamlined ETL solutions, efficient CI/CD pipelines, and cohesive data workflows. Whether you’re a data professional, a business intelligence guru, or a software developer, our online course is tailored to empower you with the skills you need.

Course Overview

The Azure Data Factory fundamentals training course offers a deep dive into the world of data processing and integration. It’s not just about theory; it’s about practical, hands-on learning. With interactive activities, insightful quizzes, and a capstone project, you’ll grasp the intricacies of data integration and orchestration in a cloud-based environment.

What You’ll Gain

By enrolling in this course, you’ll:

  • Understand the architecture and components of Azure Data Factory.
  • Learn to create complex data pipelines that seamlessly integrate various technologies.
  • Master the art of transforming and ingesting data using no-code interfaces.
  • Gain proficiency in integrating Azure Data Factory with Databricks for enhanced data analysis.
  • Develop expertise in deploying CI/CD pipelines using Azure DevOps.

Who This Course is For

This course is perfect for:

  • Data professionals seeking to level up their data processing skills.
  • Data architects aiming to build efficient data workflows.
  • Business intelligence professionals wanting to enhance data integration.
  • Data engineers looking to create robust ETL pipelines.
  • ETL developers aiming for streamlined data transformation.
  • Software developers interested in cloud-based data processing.

Course Content

Introduction to Azure Data Factory

  • Understanding the pivotal role of Azure Data Factory.
  • Exploring its integration capabilities and diverse connectors.
  • How Azure Data Factory serves as a catalyst for seamless integration.

Azure Data Factory Components Demystified

  • Deep dive into essential components like pipelines, triggers, and related services.
  • Unpacking the power of pipeline parameters and activity settings.
  • Unveiling the magic of integration runtimes for diverse compute resources.

Ingestion and Transformation: Making Data Work for You

  • Hands-on guide to ingesting data using Copy in Data Lake Store Gen2.
  • From AWS S3 to SQL Database: Mastering the art of data migration.
  • Creating ADF linked services for Azure SQL and optimizing permissions.
  • Exploring data grouping, schema definition, and data source optimization.

Integrating Azure Data Factory with Databricks

  • Project showcase: Real-world data integration using Databricks.
  • Step-by-step guide to creating Databricks environments and importing data.
  • Data validation and orchestration using Azure Data Factory.
  • Harnessing the power of Databricks notebooks for enhanced analysis.

CI/CD for Azure Data Factory: Ensuring Seamless Deployments

  • Creating an Azure organization and project for effective management.
  • Setting up a Git repository in Azure DevOps for version control.
  • Establishing a seamless connection between Azure Data Factory and Azure DevOps.
  • Mastering CI/CD pipelines for continuous integration and delivery.

Associated Skills: Empowering Your Data Journey

  • Bridging the gap with continuous integration for smoother workflows.
  • Keeping a vigilant eye on data using effective monitoring techniques.
  • Embracing the cloud for efficient computing and data management.
  • Navigating the big data landscape with confidence.

Practical Course Project: Turning Theory into Reality

Embark on an exciting project where you’ll:

  • Utilize Azure Data Factory and Databricks to tackle real-world data challenges.
  • Integrate disparate datasets and transform them into actionable insights.
  • Gain hands-on experience in orchestrating a data transformation journey.
  • Apply your knowledge to create a comprehensive solution for data analysis.

Conclusion

Data processing and integration are no longer optional skills in today’s data-centric world. Our Azure Data Factory fundamentals training course equips you with practical knowledge, hands-on experience, and the ability to orchestrate data workflows with finesse. Don’t miss this opportunity to level up your data handling game. Enroll today and embark on a journey of data mastery!

FAQs

  1. Q: Is this course suitable for beginners?
    • A: Absolutely! This course is designed to cater to beginners and experts alike, guiding you through every step of the journey.
  2. Q: What software/tools do I need to participate?
    • A: All you need is an Azure account and a willingness to learn. We’ll guide you through the rest.
  3. Q: Is hands-on experience included?
    • A: Yes, hands-on experience is a core aspect of this course. Interactive activities and projects ensure you grasp concepts effectively.
  4. Q: Are there any prerequisites for enrollment?
    • A: Basic familiarity with cloud computing concepts and data processing is helpful but not mandatory.
  5. Q: How will this course benefit my career?
    • A: Mastering Azure Data Factory opens doors to diverse roles like data engineers, BI analysts, and more, enhancing your career prospects.