WhatsApp Contact +971 54 326 9878
Phone Icon +971 4 385 4500
CounselTrain
Call Email Facebook Instagram Linkedin
Featured Image

Microsoft Azure Data Factory

  • 4.86(2,039 Rating)

Duration

5 days

Upcoming Batch

28 September 2026

Batch Options

8 hours & 4 hours

Language

English / Arabic
Overview Schedule Dates Course Content FAQs

Course Overview

Microsoft Azure Data Factory is a comprehensive data integration service designed to simplify the process of orchestrating and automating the movement and transformation of data. This course offers a deep dive into the functionalities and features of Azure Data Factory, providing participants with the knowledge and skills needed to build, manage, and monitor data pipelines. Students will explore the various components of Azure Data Factory, including linked services, datasets, and activities, and learn how to create end-to-end data workflows that integrate seamlessly with other Azure services. Through hands-on labs and real-world scenarios, participants will gain practical experience in designing and implementing data solutions that meet their organization’s needs. By the end of this course, students will be equipped with the expertise to leverage Azure Data Factory for efficient data integration and management in a cloud environment.

Flexible Training Delivery Options to Fit the Learner

We know that practitioners and organisations in Oman have different schedules, locations, and learning methods. That’s why CounselTrain offers a full range of delivery formats so that high-quality IT training is available to every participant, whether in Muscat, Sohar, Nizwa or Salalah.

Instructor-led classroom training in Muscat- Fully equipped, professional training environment. Live online training offers virtual classes with expert trainers, accessible anywhere in Oman. On-site corporate training features customised programs delivered at your organisation’s premises across Oman.

Online Instructor-Led Training

Learn from the comfort of your workplace or at home through live virtual sessions led by expert trainers.

Classroom Training

Participate in interactive, face-to-face training in our top 5-star training facilities in Oman

Onsite Training

Learn a customized curriculum in your workplace to ensure the most impact and team participation.

Overseas Training

Participate in our international training sessions and improve your abilities with world-class instructors.
This course includes:
  • Soft copy of Courseware
  • Certificate of Course Completion
  • Experienced and Professional Trainer
  • Lab and Exercises During Training
  • Sample Questions for Exam Prepration
  • Mock Test on the Last Day of Training
  • Exam Registration Guidance
  • 5-Star Training Environmment
Request More Information
Name

Schedule Dates

28 September 2026 - 02 October 2026
Microsoft Azure Data Factory
28 December 2026 - 01 January 2027
Microsoft Azure Data Factory
29 March 2027 - 02 April 2027
Microsoft Azure Data Factory
05 July 2027 - 09 July 2027
Microsoft Azure Data Factory

Course Content

  • Overview of ADF
  • Objectives and Scenarios for using ADF
  • Authoring ADF Pipelines
  • Introduction to Source Control in ADF

  • Copy Activity in ADF
  • Copy Data Tool in ADF
  • Connecting to Different Data Sources
  • Creating Linked Services

  • Identify and explain different transformation activities
  • On-Demand vs BYO Compute environments
  • Controlling flow of activities in the pipeline

  • Connecting ADF to DevOps Release pipelines

  • Introduction to Mapping Data Flow (MDF)
  • Debugging in MDF
  • Introduction to MDF Expression Builder
  • Scenarios for using Mapping Data Flow

  • Security in ADF and integration with Azure Security
  • Securely storing credentials for ADF
  • Using ADF Integration Runtimes
  • Monitoring ADF within the ADF and Azure Portal

  • Best practices for error handling in ADF pipelines
  • Configuring logging and monitoring for better troubleshooting

  • Use of triggers for scheduling and automating pipelines
  • Pipeline dependency management and execution order

  • Techniques for optimizing data movement and transformation performance
  • Monitoring and optimizing data integration pipelines for efficiency

  • Implementing data governance policies in ADF
  • Ensuring compliance with data protection regulations

  • Integrating ADF with other Azure services

  • Advanced usage of Mapping Data Flow transformations
  • Handling complex data transformations and scenarios

  • Implementing ADF in hybrid cloud environments
  • Connecting on-premises data sources with ADF pipelines

FAQs

Basic knowledge of data management concepts and experience with cloud platforms are recommended. Familiarity with Azure services and general data warehousing principles will also be beneficial.

 

You will gain practical skills in data integration and workflow management using Azure Data Factory. The course covers data pipeline design, data movement and transformation, security, and performance optimization.

Yes, the course includes practical hands-on labs and projects that allow you to apply the concepts learned to real-world scenarios and build data solutions using Azure Data Factory.

Yes, upon successful completion of the course and all associated assessments, you will receive a certificate from CounselTrain, validating your expertise in Microsoft Azure Data Factory.

To enroll, visit the CounselTrain website and follow the registration process. For further assistance, you can contact our support team.

Azure Data Factory is beneficial across various industries, including finance, healthcare, retail, and technology. It helps organizations with data integration, management, and analytics, driving efficient data-driven decision-making.

Related Courses

Looking to expand your knowledge further? Explore our carefully selected related courses that complement this program. Whether you're interested in delving deeper into cybersecurity, networking, data management, or quality assurance, these courses are designed to enhance your skills and broaden your expertise. Choose the next step in your professional development and continue building a competitive edge in the IT industry.

View All

C|SE: Cloud Security Essentials

C|CSE: Certified Cloud Security Engineer
Supply Chain Management

AI-3026-A: Develop AI agents on Azure
Supply Chain Management

DP-3029-A: Work smarter with Copilot in Microsoft Fabric