Best Azure Data Factory Training in BTM Layout ⭐ Azure Data Factory Course in BTM Layout | Updated 2026
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Azure Data Factory Training in BTM Layout

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Learn from Certified Experts

  • Classes for Beginners and Advanced Students.
  • In Azure Data Factory, you may Learn by Doing.
  • 13492+ Students Trained & 370+ Clients Recruited.
  • In Azure Data Factory, the Best Training for Interview Preparation Techniques is available.
  • Presented by an Azure Data Factory Certified Expert with more than 12+ years of experience.
  • Expenses are Affordable, and the Program is designed by an Industrial Azure Data Factory Expert.
  • Learner Portal, Study Materials, Videos, and Top MNC Interview Questions are all available for a lifetime.
  • Next Azure Data Factory Training Batch to Begin this week – Enroll Your Name Now!

  • Join Our Azure Data Factory Training Institute In BTM Layout To Build Cloud Data Skills.
  • Our Azure Data Factory Course In BTM Layout Covers Data Pipelines And Industry Best Practices.
  • Earn An Industry-Recognized Certification With Dedicated Placement Assistance.
  • Choose A Schedule That Fits Your Life: Weekday, Weekend, Or Fast-Track Batches Are Available.

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1,200+ Enrolled

In collaboration with

65+ Hrs.

Duration

Online/Offline

Format

LMS

Life Time Access

Quality Training With Affordable Fee

⭐ Fees Starts From

INR 36,000
INR 16,500
100% Placements | Get Hired in Top MNC

Our Hiring Partners

Build Strong Data Pipelines with Azure Data Factory Training in BTM Layout

  • Our Azure Data Factory Training in BTM Layout is designed to provide a strong foundation in cloud-based data integration and modern data engineering practices. You will learn how organizations efficiently move, transform, and manage large volumes of data to support scalable analytics.
  • This training takes you through the core concepts of Azure Data Factory (ADF), including Data Pipelines, Copy Data Activities, Mapping Data Flows, and Triggers. You will gain the ability to design, build, and manage scalable data solutions aligned with real-world business requirements.
  • A major focus of the program is practical learning through real-time projects and industry use cases. You will work on creating pipelines, managing data flows, and optimizing data movement processes. This hands-on exposure helps you build the technical confidence required for data engineering roles.
  • The course also helps you understand how to manage structured data in cloud environments, optimize performance, and ensure smooth data workflows. You will learn monitoring techniques, troubleshooting methods, and continuous improvement strategies for efficient data processing systems.
  • You will develop advanced skills in building automated data pipelines, workflow orchestration, and scalable data integration solutions. The training also covers integration of Azure Data Factory with other Azure services to enhance performance and scalability.
  • Along with technical expertise, the program includes certification guidance, resume preparation, interview training, and placement assistance to support your career growth in cloud data engineering. You will also gain hands-on experience through real-time projects and practical sessions.

What You Will Learn in Azure Data Factory Training

Master core ADF concepts including pipeline orchestration, data transformation, and triggers through hands-on Azure Data Factory Training in BTM Layout.

Work on real-time projects to gain experience in building data pipelines, transferring data across systems, and transforming raw datasets.

Learn advanced concepts such as Integration Runtime, data flow debugging, monitoring, and CI/CD deployment in Azure environments.

Earn an industry-recognized certification and receive placement-focused guidance to accelerate your career in data engineering and cloud technologies.

Your IT Career Starts Here

550+ Students Placed Every Month!

Get inspired by their progress in the Career Growth Report.

Other Categories Placements
  • Non-IT to IT (Career Transition) 2371+
  • Diploma Candidates3001+
  • Non-Engineering Students (Arts & Science)3419+
  • Engineering Students3571+
  • CTC Greater than 5 LPA4542+
  • Academic Percentage Less than 60%5583+
  • Career Break / Gap Students2588+

Upcoming Batches For Classroom and Online

Weekdays
20 - July - 2026
08:00 AM & 10:00 AM
Weekdays
22 - July - 2026
08:00 AM & 10:00 AM
Weekends
25 - July - 2026
(10:00 AM - 01:30 PM)
Weekends
26 - July - 2026
(09:00 AM - 02:00 PM)
Can't find a batch you were looking for?
INR 16,500
INR 36,000

OFF Expires in

Who Should Take a Azure Data Factory Certification Course

IT Professionals

Non-IT Career Switchers

Fresh Graduates

Working Professionals

Diploma Holders

Professionals from Other Fields

Salary Hike

Graduates with Less Than 60%

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Job Roles For Azure Data Factory Certification Training

Azure Data Engineer

Data Engineer

Cloud Data Engineer

Azure Data Architect

Big Data Engineer

ETL Developer

Data Pipeline Engineer

Azure Analytics Engineer

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What’s included ?

Convenient learning format

📊 Free Aptitude and Technical Skills Training

  • Learn basic maths and logical thinking to solve problems easily.
  • Understand simple coding and technical concepts step by step.
  • Get ready for exams and interviews with regular practice.
Dedicated career services

🛠️ Hands-On Projects

  • Work on real-time projects to apply what you learn.
  • Build mini apps and tools daily to enhance your coding skills.
  • Gain practical experience just like in real jobs.
Learn from the best

🧠 Launch Your Career in Top MNC Companies

  • Master technical and HR interview rounds.
  • Gain confidence with expert mock interview practice.
  • Improve your chances of getting hired faster.
Learn from the best

🎯 Interview Preparation For Freshers

  • Practice company-based interview questions.
  • Take online assessment tests to crack interviews
  • Practice confidently with real-world interview and project-based questions.
Learn from the best

🧪 LMS Self Learning Platform

  • Explore expert trainer videos and documents to boost your learning.
  • Study anytime with on-demand videos and detailed documents.
  • Top MNC interview questions & self coding practice.

Curriculum

Syllabus of Azure Data Factory Course in BTM Layout
Module 1: Introduction to Azure Data Factory
  • Introduction to Azure Data Factory and its uses
  • Overview of data integration and ETL processes
  • Core concepts of cloud data engineering
  • ADF architecture and environment setup
  • Understanding resources, pipelines, and datasets
  • Overview of the Azure Portal and ADF Studio
  • Roles and responsibilities in data projects
Module 2: Data Ingestion and Copy Activity
  • Fundamentals of copying data in ADF
  • Creating and managing pipelines
  • Configuring Copy Data Activity
  • Mapping data columns and schemas
  • Performance tuning for data copy
  • Error handling and retry policies
  • Best practices for data ingestion
Module 3: Data Transformation with Data Flows
  • Understanding Mapping Data Flows
  • Building data transformation logic
  • Working with data flow expressions
  • Joining, aggregating, and filtering data
  • Handling derived columns and lookups
  • Data flow debugging and monitoring
  • Optimizing data flow performance
  • Implementing slowly changing dimensions (SCD)
Module 4: Azure Data Factory Development Basics
  • Introduction to ADF development
  • Using Parameters and Variables
  • Creating reusable pipelines
  • Using For Each and Until activities
  • Storing configuration in Azure Key Vault
  • Scripting with PowerShell and Azure CLI
  • Debugging and troubleshooting pipelines
Module 5: Triggers, Scheduling, and Execution
  • Introduction to ADF Triggers
  • Creating Schedule Triggers
  • Managing trigger dependencies
  • Pipeline execution and runs
  • Managing multiple triggers
  • Event-based integration with Event Grid
  • Trigger customization and advanced settings
  • Monitoring and troubleshooting triggers
Module 6: Advanced ADF Concepts
  • ADF security and identity management
  • Managed Identity for Azure resources
  • Connecting to on-premises data sources
  • Virtual Network Service Endpoints
  • Data Partitioning and parallel copy
  • ADF integration with other Azure services
  • Best practices for large-scale data projects
Module 7: Deployment, Monitoring, and Security
  • Managing multiple environments (Dev, Test, Prod)
  • Unit and integration testing for pipelines
  • Monitoring pipeline runs with Azure Monitor
  • Setting up alerts and notifications
  • Troubleshooting deployment issues
  • Logging and auditing
  • Optimization strategies
Module 8: Real-Time Projects and Certification
  • Resume building and portfolio creation
  • Interview preparation and mock sessions
  • Placement assistance and career guidance
  • Building end-to-end data pipelines
  • Implementing data transformations
  • Performance and optimization tasks
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Course Objectives

Our Azure Data Factory Certification showcases your skills in cloud data integration, ETL development, workflow automation, and Azure data engineering. It validates your ability to design, manage, and optimize enterprise data solutions using Microsoft Azure services, helping you stand out and advance your career in cloud data engineering.
  • Validation Of Skills
  • Career Advancement
  • Global Industry Recognition
  • Enhanced Expertise
  • Networking Opportunities
Applicants should have a basic understanding of databases and SQL. Familiarity with cloud computing concepts and scripting languages such as PowerShell is beneficial but not mandatory.
  • Azure Data Engineer
  • ETL Developer
  • Data Integration Specialist
Gain hands-on experience in building data pipelines, transforming datasets, and managing cloud-based data workflows through real-time projects and industry use cases.
  • Introduction To Azure Data Factory
  • Data Ingestion And Copy Activities
  • Mapping Data Flows
  • Triggers And Scheduling
  • Advanced Integrations And Deployment
  • Understanding Of Database Concepts
  • Knowledge Of Microsoft Azure Cloud Platform
  • Strong Analytical And Problem-Solving Abilities
  • Logical Thinking For Designing Data Workflows
  • Basic Understanding Of Data Formats Like JSON And CSV
Yes, this course is structured to help beginners build a strong foundation in data engineering with step-by-step explanations and practical, hands-on exposure.
  • Azure Data Factory Studio
  • Azure Portal
  • SQL Server Management Studio (SSMS)
  • Azure Storage Explorer
  • PowerShell And Azure CLI
  • Git For Version Control
Yes, Azure Data Factory professionals are in high demand as organizations increasingly move to cloud-based data platforms and require skilled data pipeline engineers.
The future is highly promising as cloud adoption continues to grow. Professionals skilled in data pipeline development and cloud data integration will remain in strong demand globally.
Azure Data Factory is easy to learn with structured training, practical exercises, and real-time projects, making it suitable even for beginners entering the data engineering field.
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Overview of Azure Data Factory Course In BTM Layout

Our Azure Data Factory Training in BTM Layout is a comprehensive and professionally structured program designed to help learners develop a strong understanding of core data integration concepts in a clear and systematic manner. This course provides in-depth guidance on how to efficiently move data across systems, transform complex datasets, and design scalable, reliable, and cloud-based data solutions using industry best practices. Learners gain practical exposure through hands-on training and real-world projects that simulate actual business scenarios, enabling them to build confidence and technical expertise as a Data Engineer. In addition, the program includes internship opportunities that provide valuable industry experience, allowing students to apply their knowledge in real-time environments. Azure Data Factory Course In BTM Layout also offer dedicated placement assistance, including resume building, interview preparation, and career guidance, to help learners successfully secure opportunities in leading organizations. Overall, this program is ideal for individuals who are passionate about building a successful and long-term career in cloud data engineering, analytics, and modern data-driven technologies.

Additional Info

Key Roles and Responsibilities of Data Professionals

  • Azure Data Engineer :Responsible for designing and building data pipelines using ADF. They focus on moving data from various sources to data warehouses, ensuring data quality and performance.
  • Data Consultant : Develops and maintains ETL workflows that extract, transform, and load data between systems, ensuring data accuracy, consistency, and reliable end-to-end processing operations.
  • ETL Developer: Develops and maintains ETL workflows that extract, transform, and load data between systems, ensuring data accuracy, consistency, and reliable end-to-end processing operations.
  • Cloud Architect: Designs the overall cloud infrastructure for data storage and processing. They ensure security, scalability, and cost-efficiency with optimal performance.
  • BI Analyst:Handles data storage, organization, and retrieval. They ensure data is accessible and secure for the team with proper governance and control policies enforced.
  • Data Specialist:Focuses on the server-side logic that interacts with data pipelines, ensuring applications can consume the data smoothly and efficiently in real-time.

Popular Tools Taught in Azure Data Factory Training in BTM Layout

  • Azure Data Factory Studio: Azure Data Factory Studio provides a powerful visual interface that allows users to easily design, build, and manage complex data pipelines.
  • Azure Storage Explorer: Azure Storage Explorer is a user-friendly tool that enables seamless management of data stored in Azure Blob Storage and Data Lake environments.
  • SQL Server Management Studio (SSMS): SQL Server Management Studio (SSMS) is a widely used tool for querying and administering SQL databases. It plays a key role in handling structured data.
  • PowerShell & Azure CLI: PowerShell and Azure CLI are essential command-line tools that help automate repetitive tasks, manage Azure resources, and streamline deployment processes.
  • Git: Git is a critical version control system that enables teams to track changes in code, collaborate effectively, and maintain a complete history of modifications.
  • Monitoring Tools:Monitoring tools such as Azure Monitor and Log Analytics provide deep insights into the performance, availability, and health of data pipelines.

Essential Skills You’ll Learn in an Azure Data Factory Course in BTM Layout

  • ADF Fundamentals: Understand the core concepts of cloud data integration in Azure Data Factory, including its architecture, components, and end-to-end workflows.
  • Pipeline Development: Learn to design and build robust and reusable data pipelines that support enterprise-level data requirements and develop an understanding of best practices for optimiziation.
  • Data Transformation:Gain hands-on skills in data transformation using Mapping Data Flows, enabling you to clean, shape, and enrich raw data into meaningful datasets.
  • Workflow Management: Develop strong workflow management skills by automating data processes using triggers, scheduling mechanisms, and event-driven architecture.
  • Integration Skills: Build integration expertise by connecting Azure Data Factory with multiple services such as Azure Synapse Analytics, Power BI, and various on-premises data systems.
  • Analytical Thinking: Enhance your analytical thinking by learning how to troubleshoot pipeline failures, identify performance bottlenecks, and optimize data workflows for better efficiency.

Future Scope of Azure Data Factory Training Institute BTM Layout

  • High Demand Across Industries:Data Engineers are in strong demand across IT, finance, healthcare, and retail. Companies need experts to manage their growing data.
  • Career Growth Opportunities: Professionals in this field have strong career growth opportunities, as they can progress into advanced roles such as Senior Data Engineer, Cloud Architect, or Data Science Manager.
  • Growing Data Needs: The growing demand for data-driven decision-making across industries has significantly increased the need for tools like Azure Data Factory.
  • Global Career Opportunities: There are excellent global career opportunities available for skilled data professionals, as companies worldwide are investing heavily in cloud technologies.
  • Focus on Cloud Analytics: With the ongoing shift toward cloud-based solutions, organizations are increasingly focusing on cloud analytics to improve efficiency and scalability.
  • Continuous Learning and Advancement: Continuous learning and upskilling play a crucial role in career advancement, as professionals can further enhance their expertise.
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Need customized curriculum?

Hands-on Real-Time Azure Data Factory Projects

Advance Your Career with Azure Data Factory Placement Support

  • The Azure Data Factory Placement in BTM Layout equips learners with strong fundamentals and hands-on expertise in data integration, pipeline development, cloud computing, and performance optimization.
  • Industry-experienced trainers provide personalized guidance on resume building, technical and HR interview preparation, communication skills, workplace readiness, and dedicated career mentoring.
  • Participants gain real-world exposure through practical labs covering pipeline creation, data transformation, trigger management, and scalable data solutions using Azure tools.
  • The course prepares learners for in-demand roles such as Azure Data Engineer and Data Analyst, with exposure in leading organizations like HCL, Wipro, Dell, Accenture, Google, Cognizant, TCS, and IBM.
  • Azure Data Factory Placement support includes interviews, resume reviews, aptitude preparation, and one-on-one sessions to help learners confidently succeed in technical and hiring processes.
  • Learners also gain access to hiring networks, recruiter connections, and job alerts, opening doors to top career opportunities in leading global organizations and cloud-based enterprises.

Get Certified with Azure Data Factory & Industry-Recognized Certification

The Azure Data Factory Certification is widely recognized by organizations focusing on cloud data and analytics. You earn it by completing structured training and real-time projects. This Azure Data Factory Certification enhances your resume, validates your data engineering skills, and helps you qualify for roles such as Data Engineer, Cloud Architect, or Data Consultant.It also demonstrates your ability to work with real-world data pipelines and cloud-based data integration solutions, making you more competitive in the job market.

Complete Your Course

a downloadable Certificate in PDF format, immediately available to you when you complete your Course

Get Certified

a physical version of your officially branded and security-marked Certificate.

Get Certified

Learn from a Skilled Azure Data Factory Trainer

  • Our Azure Data Factory Trainer provides hands-on guidance to help learners build strong skills in data integration, cloud architecture, and workflow management with real-world exposure.
  • With extensive industry experience, the trainer ensures participants understand the key roles of a Data Engineer, ETL Developer, and BI Specialist in modern cloud data environments.
  • The course focuses on practical, job-ready knowledge that can be directly applied in real-world scenarios, including building pipelines, automating workflows, monitoring data, and optimizing performance.
  • Participants gain a solid understanding of Azure services, data flows, security, and best practices required for designing scalable and enterprise-level data engineering solutions.
  • The Azure Data Factory Trainer also shares industry best practices to improve data quality, manage costs, optimize pipelines, and align development with real business requirements.
  • Learners are guided through both core and advanced concepts, including complex transformations, debugging techniques, CI/CD processes, system monitoring, and efficient management.

Authorized Partners

ACTE TRAINING INSTITUTE PVT LTD is the unique Authorised Oracle Partner, Authorised Microsoft Partner, Authorised Pearson Vue Exam Center, Authorised PSI Exam Center, Authorised Partner Of AWS .

100% Placements | Get Hired in Top MNC

    Career Support

    Placement Assistance

    Exclusive access to ACTE Job portal

    Mock Interview Preparation

    1 on 1 Career Mentoring Sessions

    Career Oriented Sessions

    Resume & LinkedIn Profile Building

    We Offer High-Quality Training at The Lowest Prices.

    Affordable, Quality Training for Freshers to Launch IT Careers & Land Top Placements.

    What Makes ACTE Training Different?

    Feature

    ACTE Technologies

    Other Institutes

    Affordable Fees

    Competitive Pricing With Flexible Payment Options.

    Higher Fees With Limited Payment Options.

    Industry Experts

    Well Experienced Trainer From a Relevant Field With Practical Training

    Theoretical Class With Limited Practical

    Updated Syllabus

    Updated and Industry-relevant Course Curriculum With Hands-on Learning.

    Outdated Curriculum With Limited Practical Training.

    Hands-on projects

    Real-world Projects With Live Case Studies and Collaboration With Companies.

    Basic Projects With Limited Real-world Application.

    Certification

    Industry-recognized Certifications With Global Validity.

    Basic Certifications With Limited Recognition.

    Placement Support

    Strong Placement Support With Tie-ups With Top Companies and Mock Interviews.

    Basic Placement Support

    Industry Partnerships

    Strong Ties With Top Tech Companies for Internships and Placements

    No Partnerships, Limited Opportunities

    Batch Size

    Small Batch Sizes for Personalized Attention.

    Large Batch Sizes With Limited Individual Focus.

    LMS Features

    Lifetime Access Course video Materials in LMS, Online Interview Practice, upload resumes in Placement Portal.

    No LMS Features or Perks.

    Training Support

    Dedicated Mentors, 24/7 Doubt Resolution, and Personalized Guidance.

    Limited Mentor Support and No After-hours Assistance.

    Azure Data Factory Training FAQs

    Looking for better discount price?

    Call now: +91-7669 100 251 and know the exciting offers available for you!
    • ACTE is the Legend in offering placement to the students. Please visit our Placed Students List on our website
    • We have strong relationship with over 700+ Top MNCs like SAP, Oracle, Amazon, HCL, Wipro, Dell, Accenture, Google, CTS, TCS, IBM etc.
    • More than 3500+ students placed in last year in India & Globally
    • ACTE conducts development sessions including mock interviews, presentation skills to prepare students to face a challenging interview situation with ease.
    • 85% percent placement record
    • Our Placement Cell support you till you get placed in better MNC
    • Please Visit Your Student Portal | Here FREE Lifetime Online Student Portal help you to access the Job Openings, Study Materials, Videos, Recorded Section & Top MNC interview Questions

    Is ACTE Azure Data Factory Training certification good?

    ACTE Azure Data Factory Training certification showcases your skills and domain knowledge, supporting career growth. Its value may vary depending on industry standards, employer expectations, and job role relevance.
    Yes, most training programs include real-time projects. This helps learners gain practical experience, understand real-world scenarios, and build job-ready skills.
    ACTE trainers are industry professionals with 10–12 years of relevant IT experience. They are subject matter experts trained to deliver high-quality and practical learning.
    If you miss a session, you can attend make-up classes or access recorded lectures. Study materials and tools are also provided to help you catch up easily.
    The course is available in classroom, one-on-one, fast-track, customized, and online formats, making it flexible for different learning needs.
    ACTE offers industry-aligned training, expert instructors, hands-on projects, certification support, placement assistance, and a supportive learning environment for career success.
    Yes We Provide Lifetime Access for Student’s Portal Study Materials, Videos & Top MNC Interview Question.
    You will receive a globally recognized ACTE course completion certification upon successfully finishing the program.
    Yes, the course includes hands-on training through real-time projects, interactive sessions, and exercises. It also features group discussions and mock interviews to prepare for job roles.
    Yes, we offer job assistance upon course completion. This includes help with resume building, interview preparation, and connecting you to potential employers to support your job search.
    After enrolling, you will gain access to recorded sessions on the learning platform, allowing you to learn anytime at your own pace.
    You can contact our support number at +91 76691 00251 Directly can do by ACTE.in's E-commerce payment system Login or directly walk-in to one of the ACTE branches in India
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    Job Opportunities After Azure Data Factory Course

    Azure Data Factory Course equips learners with expertise in data integration, ETL pipelines, cloud-based workflows, and enterprise analytics.