AZURE DATA FACTORY
Azure Data Factory is a cloud-based data integration service provided by Microsoft Azure. It is designed to help organizations create, schedule, and automate data workflows, allowing for the efficient movement and transformation of data between various data stores and processing systems
AZURE DATA FACTORY
IT Training Programme
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What you'll learn
Programme Overview
10 sections covering the complete curriculum — a single, progressive learning arc.
Foundations & Core Concepts
Get hands-on with the fundamentals and architecture — the building blocks for everything that follows.
Hands-On Practical Training
Work through real exercises and assignments designed to mirror what you will do on the job.
Real-World Projects
Apply what you have learned to end-to-end projects that go straight into your portfolio.
Advanced Techniques
Go beyond the basics with advanced concepts, integrations and production-grade practices.
Ecosystem Integration
Understand how this technology connects with the broader tools and platforms used in the industry.
Performance & Interview Prep
Master optimization techniques and prepare for the technical interview questions employers actually ask.
Who is this programme for?
Whether you're already writing code, working with data, or supporting applications today — this programme is built to take you into a DATA WAREHOUSING | BI role.
Software Developers
Engineers who want to add this skill set to their toolkit
Analysts & Consultants
Professionals moving into a more technical, hands-on role
IT Professionals
System admins and support engineers upskilling into a new domain
Fresh Graduates
CS/IT graduates aiming for a job-ready technical role
Course Curriculum
10 sections • 59 lessons • 32 hours
Jump to Section
Total Duration
32 hours
100% Practical · Unlimited Doubt Sessions
01 Summery
02 Introduction to Cloud Computing and Azure data Factory
03 Implement non-relational data stores
04 Implement relational data stores
05 Manage Data Security
06 Develop batch processing solutions
07 Develop streaming solutions
08 Monitor relational and non-relational data sources
09 Monitor data processing
10 Optimize Azure data solutions
Tools & Technologies
Every tool listed here is installed, configured and used in a hands-on lab session.
Hands-On Labs
Practical Environment
Industry-Standard Tools
Real-World Setup
Guided Exercises
Skill Building
Sample Datasets
Practice Material
Mini Projects
Applied Practice
Assignments
Mentor Reviewed
Doubt Sessions
Live Support
Resume Building
Career Support
Mock Interviews
Interview Prep
Certification Prep
Global Recognition
Production Practices
Real-World Ready
Best Practices
Industry Standards
You don't just learn AZURE DATA FACTORY. You ship it.
Three major projects, each mirroring how production teams actually work — from guided foundations to a portfolio-ready capstone.
Guided Foundation Project
→Requirement Analysis
→Guided Implementation
→Mentor Review
→Iteration
Apply the fundamentals in a structured, mentor-reviewed project
Take the core concepts from the first half of the curriculum and apply them to a realistic scenario, with guidance and feedback from your mentor at every step.
Applied Practice Project
→Scenario Design
→Independent Build
→Testing & Validation
→Peer Review
Build a more independent project mirroring real production scenarios
Work through a project that combines multiple concepts from the curriculum, closer to how work is actually structured on the job — less hand-holding, more ownership.
Capstone Project
→Planning
→End-to-End Build
→Review & Refinement
→Presentation
Take a project from requirements to a polished, portfolio-ready deliverable
Your final project — plan, build, test and present a complete solution using everything covered in the curriculum, reviewed by mentors before you graduate.
All 3 projects go directly into your portfolio & resume — reviewed by mentors before you graduate.
See Sample Project ReportsUpcoming Batches
Why Radical Technologies
- Highly practical oriented training
- Installation support on your system
- 24/7 Email and Phone support
- 100% Placement Assistance
- Global Certification Preparation
- Trainer-Student Interactive Portal
- Assignments and Projects by Mentors
- Weekend / Weekdays / Morning / Evening batches
- 80:20 Practical and Theory ratio
- Real-life Case Studies
- Easy make-up for missed sessions
- PSI | Kryterion | Redhat Test Centers
- Lifetime Video Classroom Access (coming soon)
- Resume Prep and Mock Interviews
- Learn 300+ courses at your own time
- 50,000+ Satisfied Learners
- Course Completion Certificate
- Practical Labs available
- Mentor Support available
- Doubt Clearing Session available
- 10% Discounted Global Certification
Like the Curriculum? Let's Get Started
Join 50,000+ students already enrolled at Radical Technologies
Global Certification
Radical Technologies is the leading IT certification institute in Pune, offering globally recognized certifications across various domains. With expert trainers and comprehensive materials, we ensure students gain in-depth knowledge and hands-on experience to excel in their careers. Our certification programs are tailored to meet industry standards — from cloud technologies to data science — empowering individuals to stay ahead in the ever-evolving tech landscape.
Career Services
At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalised resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career.
Career Support
Join our Brush-up Session & get support until you find a job!
Get StartedRadical Learning Eco-System
Exam Simulator
Cloud SandBox
Hands-on Cloud Lab
Developer Coding Ground
Student Reviews
Course Rating
The Azure Data Factory Course in Bengaluru at Radical Technologies was extremely comprehensive and helped me excel in my career.
I highly recommend Radical Technologies for their Azure Data Factory Certification in Bengaluru, as the trainers are experienced and helpful.
Joining Radical Technologies for Azure Data Factory Classes in Bengaluru was the best decision for my professional growth.
The practical approach in the Azure Data Factory Training in Bengaluru made learning easy and enjoyable.
Radical Technologies is the best Azure Data Factory Institute in Bengaluru for hands-on training and industry-focused certification.
I cleared my certification thanks to their well-structured Azure Data Factory Online Classes in Bengaluru.
The flexible schedule of the Azure Data Factory Online Course in Bengaluru allowed me to learn at my own pace.
Radical Technologies’ Azure Data Factory Corporate Training in Bengaluru helped my team upgrade our data integration skills.
Their Azure Data Factory Online Training in Bengaluru is perfect for professionals looking to enhance their knowledge.
The detailed modules in the Azure Data Factory Online Certification in Bengaluru prepared me for real-world challenges.
I loved the hands-on approach at Radical Technologies’ Azure Data Factory Classes in Bengaluru.
The trainers at Radical Technologies make the Azure Data Factory Course in Bengaluru easy to understand.
Their Azure Data Factory Training in Bengaluru helped me secure a better role with excellent placement support.
I highly appreciate the focus on practical projects in the Azure Data Factory Online Course in Bengaluru.
Radical Technologies’ Azure Data Factory Certification in Bengaluru is a must for anyone serious about career growth.
Their Azure Data Factory Institute in Bengaluru provides unmatched support and expertise.
The Azure Data Factory Corporate Training in Bengaluru transformed our team's understanding of data automation.
Thanks to their Azure Data Factory Online Classes in Bengaluru, I could balance learning with my work schedule.
The trainers’ expertise in the Azure Data Factory Online Training in Bengaluru was evident throughout the sessions.
I completed the Azure Data Factory Online Certification in Bengaluru with confidence due to their excellent curriculum.
Radical Technologies made learning the Azure Data Factory Course in Bengaluru a seamless experience.
The personalized attention during the Azure Data Factory Classes in Bengaluru helped me clear all my doubts.
Radical Technologies offers the best Azure Data Factory Training in Bengaluru, focusing on real-world applications.
I gained practical knowledge and confidence through the Azure Data Factory Institute in Bengaluru.
The quality of instruction in their Azure Data Factory Online Certification in Bengaluru is unparalleled.
Frequently Asked Questions
15 questions about the AZURE DATA FACTORY course.
01 What is Azure Data Factory (ADF)?
Azure Data Factory
Batch processing solutions using Data Factory and Azure Databricks
Data ingestion
PolyBase and workflow of PolyBase
Ingest data using PolyBase
Implement integration runtime
Implement Copy Activity
Linked services and datasets
Pipelines and activities
Mapping Data Flows
Azure Databricks clusters, notebooks, jobs, and auto scaling
Ingest data into Azure Databricks
02 What are the key features of Azure Data Factory?
Configure input and output
Select the appropriate windowing functions
Implement event processing by using Stream Analytics
03 How does Azure Data Factory support data transformation?
Azure Monitor
Azure Log Analytics
Monitoring in Blob Storage and Data Lake Storage
Monitoring in SQL Database and Azure Synapse Analytics, and Cosmos DB
Configuring alerts in Azure Monitor
Auditing by using Azure Log Analytics
04 Can Azure Data Factory handle real-time data?
Azure Databricks
Stream Analytics
Configuring alerts in Azure Monitor
Auditing by using Azure Log Analytics
05 What are pipelines in Azure Data Factory?
Optimize Data Lake Storage, Stream Analytics, Synapse Analytics, and SQL Database
Manage the data lifecycle
06 What are the supported data sources in Azure Data Factory?
07 Is coding required to use Azure Data Factory?
SDKs, and custom scripts for more complex data integration tasks.
08 How does Azure Data Factory integrate with Azure Machine Learning?
learning models directly within their pipelines to automate predictions and insights.
09 What are triggers in Azure Data Factory?
include schedule triggers, tumbling window triggers, and event-based triggers.
10 Is Azure Data Factory secure?
11 How is Azure Data Factory priced?
12 Can Azure Data Factory be used for ETL processes?
ELT (Extract, Load, Transform) processes to migrate and transform data efficiently.
13 What is the difference between Azure Data Factory and SSIS?
hybrid data integration, while SSIS (SQL Server Integration Services)
is an on-premises ETL tool used for structured data workflows.
14 How does Azure Data Factory handle error management?
activity-level error logging, alerts, and built-in monitoring tools for debugging.
15 What is the role of integration runtime in Azure Data Factory?
It supports three modes: Azure, Self-hosted, and Azure-SSIS runtime.
AZURE DATA FACTORY Interview Questions
10 questions commonly asked in AZURE DATA FACTORY interviews.
- 01 What are the key features of Azure Data Factory that make it a preferred data integration solution in Bengaluru’s IT sector?
- 02 How does Azure Data Factory support ETL processes, and why is it important in a modern data pipeline framework?
- 03 Explain the role of triggers in Azure Data Factory and how they facilitate workflow automation.
- 04 What are the differences between Azure Data Factory v1 and v2, and how do these impact data engineering projects?
- 05 How can you configure Azure Data Factory pipelines for optimal performance in a corporate data environment?
- 06 Discuss the integration of Azure Data Factory with other Azure services for seamless cloud-based data orchestration.
- 07 What are some common challenges when implementing Azure Data Factory pipelines and how do you resolve them?
- 08 How does Azure Data Factory handle data security and compliance requirements, especially in corporate training scenarios?
- 09 Describe the process of creating a copy activity in Azure Data Factory for migrating data between different sources.
- 10 What best practices should be followed when designing Azure Data Factory solutions for large-scale data operations?
Azure Data Factory Course Certification with Training in Pune
Radical Technologies is the leading Azure Data Factory Institute in Bengaluru, providing industry-focused training to help professionals master cloud-based data integration. Our comprehensive Azure Data Factory Course in Bengaluru is designed to equip learners with hands-on experience in building and managing data pipelines, ETL processes, and real-time analytics.
We offer flexible learning modes, including Azure Data Factory Classes in Bengaluru for in-person sessions and Azure Data Factory Online Classes in Bengaluru for remote learners. Our expert-led Azure Data Factory Training in Bengaluru covers real-world use cases, ensuring a deep understanding of data transformation and orchestration.
For working professionals, we provide Azure Data Factory Corporate Training in Bengaluru, tailored to meet enterprise data integration needs. Additionally, our Azure Data Factory Certification in Bengaluru validates your expertise and boosts career growth.
Advance your skills with our Azure Data Factory Online Course in Bengaluru and Azure Data Factory Online Training in Bengaluru, designed for flexibility and interactive learning. Upon completion, earn an industry-recognized Azure Data Factory Online Certification in Bengaluru to enhance your professional credentials.
Join Radical Technologies today and become a data engineering expert with the best Azure Data Factory Training in Bengaluru!
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AZURE DATA FACTORY
IT Training Programme
100% placement assistance