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Data Pipelines with Shell, Airflow, and Kafka Training
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Drive Team Excellence with Data Pipelines with Shell, Airflow, and Kafka Corporate Training

Empower your teams with expert-led on-site, off-site, and virtual Data Pipelines with Shell, Airflow, and Kafka Training through Edstellar, a premier corporate training provider for organizations globally. Designed to meet your specific training needs, this group training program ensures your team is primed to drive your business goals. Help your employees build lasting capabilities that translate into real performance gains.

Data Pipelines with Shell, Airflow, and Kafka refer to the integration of three core technologies to build scalable, automated workflows for data movement and processing. These tools together enable real-time data availability, reduce operational delays, and improve decision-making by ensuring data consistency across analytics, monitoring, and business applications. Data Pipelines with Shell, Airflow, and Kafka training course is necessary for building in-house expertise that minimizes downtime, strengthens data governance, and accelerates digital initiatives that depend on timely and trustworthy data.

The Data Pipelines with Shell, Airflow, and Kafka instructor-led training course provided by Edstellar can be customized to meet team requirements. The virtual/onsite Data Pipelines with Shell, Airflow, and Kafka training course led by expert trainers ensures teams can handle data flows seamlessly from source to destination without bottlenecks.

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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Key Skills Employees Gain from instructor-led Data Pipelines with Shell, Airflow, and Kafka Training

Professionals will gain hands-on, practical skills that they can directly apply to real-world pipeline projects.

  • Data Engineers
    Data Engineers are professionals who design, build, and maintain systems for collecting, storing, and analyzing data. They ensure data is accessible, reliable, and optimized for analysis and reporting.
  • DevOps Engineers
    IT professionals who bridge development and operations, automating workflows, improving deployment speed, and ensuring continuous software integration and delivery.
  • Backend Developers
    Backend developers are software engineers who focus on server-side logic, databases, and application architecture. They build and maintain the technology that powers the backend of web applications.
  • Data Architects
    Data Architects design and manage an organization's data infrastructure, ensuring data is organized, accessible, and secure. They create models and frameworks to support data management and analytics.
  • System Administrators
    System Administrators are IT professionals responsible for managing, configuring, and maintaining computer systems and networks, ensuring optimal performance, security, and reliability for users and services.

Key Learning Outcomes of Data Pipelines with Shell, Airflow, and Kafka Training Workshop for Employees

Upon completing Edstellar’s Data Pipelines with Shell, Airflow, and Kafka workshop, employees will gain valuable, job-relevant insights and develop the confidence to apply their learning effectively in the professional environment.

  • Describe ETL vs ELT and select based on use case
  • Build automated ETL workflows using shell scripting
  • Create, schedule, and monitor DAGs in Apache Airflow
  • Define and build streaming pipelines using Kafka
  • Handle failures, retries, and recovery in pipelines
  • Verify data quality, monitor throughput/latency
  • Integrate batch and streaming flows in end-to-end pipelines

Key Benefits of the Data Pipelines with Shell, Airflow, and Kafka Group Training with Instructor-led Face to Face and Virtual Options

Attending our Data Pipelines with Shell, Airflow, and Kafka group training classes provides your team with a powerful opportunity to build skills, boost confidence, and develop a deeper understanding of the concepts that matter most. The collaborative learning environment fosters knowledge sharing and enables employees to translate insights into actionable work outcomes.

  • Builds foundational understanding of ETL and ELT
  • Trains on automation with Shell scripting
  • Develops orchestration skills using Apache Airflow
  • Teaches real-time streaming with Kafka
  • Strengthens monitoring, scheduling, and failure recovery
  • Guides in practical, lab-based pipeline implementation

Topics and Outline of Data Pipelines with Shell, Airflow, and Kafka Training

Our virtual and on-premise Data Pipelines with Shell, Airflow, and Kafka training curriculum is structured into focused modules developed by industry experts. This training for organizations provides an interactive learning experience that addresses the evolving demands of the workplace, making it both relevant and practical.

  1. ETL / ELT basics
    • Definition & comparison ETL vs ELT
    • Use-cases for data warehouses vs data lakes
    • Performance trade-offs (latency, throughput)
  2. Extraction & loading
    • Data extraction techniques (APIs, web scraping, DB queries)
    • Bash scripting for extraction
    • Loading methods & batch vs stream load
  1. Shell scripting for ETL
    • Writing shell scripts for data transformation
    • Scheduling with cron/basic automation
    • Handling errors & logging
  2. Data pipeline components
    • Scheduling, triggers, dependency management
    • Maintenance, performance tuning
    • Monitoring and optimization metrics
  1. Airflow fundamentals
    • DAG concepts, task dependencies
    • Operators (BashOperator, PythonOperator, etc.)
    • Monitoring & UI of Airflow DAGs
  2. Advanced Airflow workflows
    • DAG design best practices
    • Logging, retries, alerts
    • Deploying Airflow in production
  1. Kafka core components
    • Brokers, topics, partitions, replication
    • Producers and consumers
    • Offset management & delivery semantics
  2. Building streaming flows
    • Real-time pipelines using Kafka Streams API
    • Integrating consumers/escalation pipelines
    • Handling throughput, partitioning, fault tolerance
  1. Batch pipeline capstone
    • Build ETL using Shell + Airflow DAG
    • Load to a destination system (e.g., CSV, DB)
  2. Streaming pipeline capstone
    • Create Kafka topic, set up producer & consumer
    • Stream data into database/dashboard
    • Ensure monitoring & verification of data
  1. Monitoring and reliability
    • Alerting and logging strategies
    • Metrics: latency, throughput, failure rates
    • Retry, recovery mechanisms
  2. Scaling & production deployments
    • Scaling Airflow & Kafka clusters
    • Security, permissions, data governance
    • Cost optimization and resource management

Who Can Take the Data Pipelines with Shell, Airflow, and Kafka Training Course

The Data Pipelines with Shell, Airflow, and Kafka training program can also be taken by professionals at various levels in the organization.

  • Data Engineers
  • DevOps Engineers
  • Backend Developers
  • Data Architects
  • System Administrators

Prerequisites for Data Pipelines with Shell, Airflow, and Kafka Training

An intermediate level of knowledge is recommended, including familiarity with SQL or database querying, basic shell scripting (Unix/Linux), and a fundamental understanding of data workflow concepts.

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Delivering Training for Organizations across 100 Countries and 10+ Languages

Corporate Group Training Delivery Modes
 for Data Pipelines with Shell, Airflow, and Kafka Training

At Edstellar, we understand the importance of impactful and engaging training for employees. As a leading Data Pipelines with Shell, Airflow, and Kafka training provider, we ensure the training is more interactive by offering Face-to-Face onsite/in-house or virtual/online sessions for companies. This approach has proven to be effective, outcome-oriented, and produces a well-rounded training experience for your teams.

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Virtual
Live Instructor-led Training
Training Mode
On-site
Face to Face Instructor-led Training
Training Mode
Off-site
Face to Face Instructor-led Training
Virtual Data Pipelines with Shell, Airflow, and Kafka Training

Edstellar's Data Pipelines with Shell, Airflow, and Kafka virtual/online training sessions bring expert-led, high-quality training to your teams anywhere, ensuring consistency and seamless integration into their schedules.

With global reach, your employees can get trained from various locations
The consistent training quality ensures uniform learning outcomes
Participants can attend training in their own space without the need for traveling
Organizations can scale learning by accommodating large groups of participants
Interactive tools can be used to enhance learning engagement
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On-site Data Pipelines with Shell, Airflow, and Kafka Training

Edstellar's Data Pipelines with Shell, Airflow, and Kafka inhouse face to face instructor-led training delivers immersive and insightful learning experiences right in the comfort of your office.

Higher engagement and better learning experience through face-to-face interaction
Workplace environment can be tailored to learning requirements
Team collaboration and knowledge sharing improves training effectiveness
Demonstration of processes for hands-on learning and better understanding
Participants can get their doubts clarified and gain valuable insights through direct interaction
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Off-site Data Pipelines with Shell, Airflow, and Kafka Training

Edstellar's Data Pipelines with Shell, Airflow, and Kafka offsite face-to-face instructor-led group training offer a unique opportunity for teams to immerse themselves in focused and dynamic learning environments away from their usual workplace distractions.

Distraction-free environment improves learning engagement
Team bonding can be improved through activities
Dedicated schedule for training away from office set up can improve learning effectiveness
Boosts employee morale and reflects organization's commitment to employee development
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Data Pipelines with Shell, Airflow, and Kafka Corporate Training

Looking for pricing details for onsite, offsite, or virtual instructor-led Data Pipelines with Shell, Airflow, and Kafka training? Get a customized proposal tailored to your team’s specific needs.

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        Starter
        120 licences

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        64 hours of group training (includes VILT/In-person On-site)

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        400 hours of group training (includes VILT/In-person On-site)

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        Unlimited duration

        Designed for large corporations

        Edstellar: Your Go-to Data Pipelines with Shell, Airflow, and Kafka Training Company

        Experienced Trainers

        Our trainers bring years of industry expertise to ensure the training is practical and impactful.

        Quality Training

        With a strong track record of delivering training worldwide, Edstellar maintains its reputation for its quality and training engagement.

        Industry-Relevant Curriculum

        Our course is designed by experts and is tailored to meet the demands of the current industry.

        Customizable Training

        Our course can be customized to meet the unique needs and goals of your organization.

        Comprehensive Support

        We provide pre and post training support to your organization to ensure a complete learning experience.

        Multilingual Training Capabilities

        We offer training in multiple languages to cater to diverse and global teams.

        Testimonials

        What Our Clients Say

        We pride ourselves on delivering exceptional training solutions. Here's what our clients have to say about their experiences with Edstellar.

        "The Data Pipelines with Shell, Airflow, and Kafka training provided me with comprehensive capabilities that elevated my expertise. As a Lead AI Engineer, I needed to understand practical applications deeply, and this course combined with interactive labs gave me hands-on experience with industry best practices. I've been able to drive meaningful innovation and improvement within my department. Highly recommend for anyone serious about this field.”

        Donna Stevens

        Lead AI Engineer,

        Deep Learning Solutions Firm

        "This Data Pipelines with Shell, Airflow, and Kafka course transformed my approach to strategic implementation solutions. The comprehensive modules on practical simulations were invaluable for our organizational projects. I can now frameworks for diverse client requirements. The deep coverage of hands-on exercises gave me advanced skills I immediately applied to We delivered a high-visibility enterprise project two months ahead of schedule.”

        Jacek Szymanski

        Principal Data Architect,

        AI-Powered Automation Company

        "The Data Pipelines with Shell, Airflow, and Kafka training gave our team advanced advanced methodologies expertise that revolutionized our strategic implementation approach. As a Lead Data Warehouse Engineer, understanding real-world across our entire portfolio. Our team's capability maturity level increased by three full stages within six months. This training has become foundational to our team's strategic capabilities and continued growth.”

        Bharati Naskar

        Lead Data Warehouse Engineer,

        Artificial Intelligence Platform Provider

        “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

        Get Your Team Members Recognized with Edstellar’s Course Certificate

        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.

        Certificate of Excellence

        We have Expert Trainers to Meet Your Data Pipelines with Shell, Airflow, and Kafka Training Needs

        The instructor-led training is conducted by certified trainers with extensive expertise in the field. Participants will benefit from the instructor's vast knowledge, gaining valuable insights and practical skills essential for success in Access practices.

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