Drive Team Excellence with Data Pipelines with Azure Corporate Training

Data Pipelines with Azure refers to building and managing data workflows using services like Data Factory, Synapse Analytics, Databricks, and Stream Analytics. These pipelines enable businesses to handle both batch and streaming data, integrate structured and unstructured sources, and deliver analytics-ready outputs. Through Data Pipelines with Azure training, organizations can unlock faster insights from their data, strengthen governance practices, and maximize ROI from Azure investments by adopting proven best practices.

The Data Pipelines with Azure instructor-led training course provided by Edstellar can be customized to meet team requirements. The virtual/onsite Data Pipelines with Azure training course led by expert trainers equips teams to build ETL/ELT workflows, optimize Synapse queries, use Databricks for big data, and create real-time streaming solutions.

Get Customized Expert-led Training for Your Teams
Customized Training Delivery
Scale Your Training: Small to Large Teams
In-person Onsite, Live Virtual or Hybrid Training Modes
Plan from 2000+ Industry-ready Training Programs
Experience Hands-On Learning from Industry Experts
Delivery Capability Across 100+ Countries & 10+ Languages
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Skills Your Employees Will Gain

These are the core, hands-on capabilities your team builds during the program.

  • ETL Workflows
    ETL workflows are processes that extract, transform, and load data from various sources into a target system, enabling data integration, analysis, and reporting for informed decision-making.
  • Data Orchestration
    Data orchestration is the automated process of managing, integrating, and coordinating data workflows across various systems and platforms to ensure seamless data flow and accessibility.
  • Big Data
    Big Data refers to vast volumes of structured and unstructured data generated at high velocity, requiring advanced tools and techniques for storage, processing, and analysis to extract valuable insights.
  • Cloud Migration
    Cloud Security refers to the set of policies, technologies, and controls designed to protect data, applications, and services hosted in cloud environments from threats and vulnerabilities.
  • Real-time Processing
    Real-time processing refers to the immediate processing of data as it is received, enabling instant analysis and response. It's crucial for applications requiring timely decision-making, like finance and monitoring systems.

What Your Team Will Achieve After This Training

  • Design ETL/ELT workflows with Azure Data Factory
  • Build scalable data warehouses with Synapse
  • Process big data using Databricks and Spark
  • Implement real-time data pipelines with Stream Analytics
  • Secure data flows with governance and compliance controls
  • Monitor, troubleshoot, and optimize pipeline

Topics & Program Outline

The curriculum is organized into focused modules built by industry experts and delivered virtually or on-premise. Interactive sessions reflect the evolving demands of the workplace, keeping the learning both relevant and practical.

  1. Azure data fundamentals
    • Overview of Azure data services (ADF, Synapse, Databricks, Stream Analytics)
    • Batch vs. streaming pipelines
    • Key tools in the ecosystem
    • Introduction to Azure Data Lake Storage Gen2
  2. Environment setup
    • Azure portal navigation and subscriptions
    • Resource groups and deployment best practices
    • Security, RBAC, and managed identities
    • Key Vault for secrets and credentials
  1. Pipeline creation
    • Ingestion from multiple sources (on-premises, SaaS, cloud)
    • Data transformation workflows
    • Scheduling and triggers
    • Integration runtime types (self-hosted, Azure-hosted, SSIS IR)
  2. Advanced ETL/ELT
    • Error handling, retries, and alerts
    • Data mapping, schema management, and lineage tracking
    • Monitoring pipeline runs with Azure Monitor and Log Analytics
    • Incremental loads and performance tuning
  1. Data warehousing
    • Dedicated SQL pools vs. serverless SQL pools
    • Query performance optimization techniques
    • Power BI integration for analytics
  2. Lakehouse architecture
    • Data Lake + Synapse integration
    • Delta Lake format for reliability and ACID transactions
    • Partitioning strategies and data lifecycle management
    • Security and access control in Synapse
  1. Databricks for Big Data Processing
    • Spark architecture overview
    • Databricks notebooks for ETL
    • Integration with Data Lake and Delta Lake
    • ETL pipelines at scale with Delta Live Tables
    • Structured Streaming for real-time workloads
    • Machine learning pipelines with MLlib and Azure ML
  2. Real-Time Data Pipelines with Stream Analytics
    • IoT Hub and Event Hub integration
    • Event stream transformations and SQL queries
    • Integration with Azure Functions for event-driven processing
    • Real-time visualization with Power BI
    • Scaling high-volume streams across regions
  3. Migration, Security, and Governance
    • On-premises to Azure migration strategies
    • Hybrid and multi-cloud integration
    • Incremental and phased migration approaches
    • Encryption, access policies, and compliance (GDPR, HIPAA)
    • Monitoring and auditing with Azure Monitor and Defender for Cloud
    • Data cataloging and lineage with Azure Purview

Who Should Attend?

This program suits professionals at many levels across the organization, including:

  • Cloud Developers
  • Data Architects
  • Azure Developers
  • Software Engineers
  • DevOps Engineers

What are the Prerequisites?

Basic understanding of SQL, cloud basics, or data workflows is recommended for maximum learning outcomes.

Request a Quote for your Corporate Training Requirements

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Delivering Training for Organizations across 100 Countries and 10+ Languages

Choose the Format That Fits Your Team

We design training your teams actually engage with, and deliver it the way that suits you best. Through a vetted global trainer network, Edstellar runs sessions in 10+ languages with consistent quality anywhere.

Virtual Data Pipelines with Azure Training

Virtual / online: expert-led live sessions delivered anywhere, with consistency and easy scheduling.

We deliver anywhere worldwide
Standardized content for consistent outcomes
Join from own workspace, no travel
We scale to large groups across sites
Interactive tools keep remote learners engaged
On-site Data Pipelines with Azure Training

On-site (in-house): immersive, instructor-led learning at your office.

Our trainers run face-to-face at your office
We tailor setup/content to your workplace and tools
Group exercises drive collaboration
Live demos +  hands-on practice
Direct trainer access to clarify doubts
Off-site Data Pipelines with Azure Training

Off-site: focused, instructor-led group learning away from everyday workplace distractions.

We host your teams at a venue of your preferred choice
Built-in group activities for bonding
Full uninterrupted schedule for focus/retention
Boosts morale and signals commitment

Get a Proposal Shaped to Your Needs

Need pricing for onsite, offsite, or virtual delivery? Get a proposal tailored to your team's needs.

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        What Sets Edstellar Apart

        Experienced Trainers

        Our trainers are drawn from a vetted global network and bring years of industry expertise, keeping every session practical and impactful.

        Proven Quality

        With a strong global track record, Edstellar is known for quality and engaging delivery.

        Industry-Relevant Curriculum

        Our programs are built by experts to match the demands of today's industry.

        Fully Customizable

        Every program can be tailored to your organization's goals.

        Comprehensive Support

        We provide pre- and post-session support for a complete learning experience.

        Global Multi-Location & Multilingual Training Delivery

        We deliver in multiple languages to support diverse global teams.

        Hear from Organizations We've Trained

        "The Data Pipelines with Azure course revolutionized how I approach my daily responsibilities. As a Lead Data Warehouse Engineer, understanding strategic frameworks was essential, and this training delivered beyond all invaluable real-world experience. My ability to architect solutions and solve complex problems has improved substantially. The instructor's insights on real-world case studies have proven instrumental in my professional advancement.”

        Cedrick Hawkins

        Lead Data Warehouse Engineer,

        Azure Infrastructure Services Provider

        "This Data Pipelines with Azure course transformed my approach to technical mastery solutions. The comprehensive modules on expert-led workshops were invaluable for our strategic projects. I can now confidently implement practical applications for diverse client requirements. The deep coverage of interactive labs gave me advanced skills I immediately applied to Client engagement and retention metrics have improved significantly across our practice.”

        Marko Petrovic

        Senior Data Engineer,

        Microsoft Cloud Solutions Partner

        "As a Principal Analytics Architect overseeing operational excellence initiatives, the Data Pipelines with Azure training significantly elevated our team's capabilities. The course expertly covered industry best practices, operational effectiveness. Our team's capability maturity level increased by three full stages within six months. Our department has achieved remarkable improvements, demonstrating this course's lasting organizational impact.”

        Ramesh Sarkar

        Principal Analytics Architect,

        Enterprise Cloud Consulting Company

        “Edstellar’s IT & Technical training programs have been instrumental in strengthening our engineering teams and building future-ready capabilities. The hands-on approach, practical cloud scenarios, and expert guidance helped our teams improve technical depth, problem-solving skills, and execution across multiple projects. We’re excited to extend more of these impactful programs to other business units.”

        Aditi Rao

        L&D Head,

        A Global Technology Company

        Recognition That Motivates Your Team

        Upon successful completion of the training course offered by Edstellar, employees receive a course completion certificate, symbolizing their dedication to ongoing learning and professional development.

        This certificate validates the employee's acquired skills and is a powerful motivator, inspiring them to enhance their expertise further and contribute effectively to organizational success.

        Recognition That Motivates Your Team