Modern Data Stack — Building a Modern Data Pipeline
Training on Modern Data Stack covering ELT vs ETL architecture, ingestion (Fivetran, Airbyte), transformation with dbt, orchestration with Airflow/Dagster/Prefect, data warehouse (Snowflake, BigQuery, Redshift), and data quality and observability (Great Expectations, Monte Carlo).
Why choose this training?
Training on Modern Data Stack covering ELT vs ETL architecture, ingestion (Fivetran, Airbyte), transformation with dbt, orchestration with Airflow/Dagster/Prefect, data warehouse (Snowflake, BigQuery, Redshift), and data quality and observability (Great Expectations, Monte Carlo). This training combines theoretical knowledge with intensive hands-on exercises, enabling participants to immediately apply their skills in daily work. The program is designed and delivered by practitioners with real-world experience.
What you will learn
You will gain comprehensive knowledge and practical skills in modern data stack. The program covers all key aspects from foundational concepts through advanced techniques to real-world implementation patterns.
Through hands-on exercises and realistic scenarios, you will develop the ability to apply learned concepts in your organization. You will understand both technical implementation details and strategic decision-making aspects.
After completing the training, you will have actionable knowledge that translates directly into improved capabilities for your team and organization. You will receive comprehensive training materials and a certificate of completion from EITT.
Benefits
- Understand and apply key concepts of modern data stack
- Design and implement solutions following best practices
- Evaluate tools and make informed decisions
- Integrate new capabilities with existing processes
- Build an implementation roadmap for their organization
- Measure effectiveness and optimize outcomes
Who is this training for?
Prerequisites
- IT experience (minimum 1-2 years)
- Familiarity with cloud platforms (AWS/Azure/GCP) is helpful
- Basic understanding of the covered domain
Training program
Module 1: Training on Modern Data Stack covering ELT vs ETL architecture
- Overview and key concepts — Training on Modern Data Stack covering ELT vs ETL
- Architecture and design decisions
- Hands-on implementation — workshop
- Configuration and customization
- Best practices and anti-patterns
- Integration with existing tools
Module 2: ingestion (Fivetran
- Overview and key concepts — ingestion (Fivetran
- Architecture and design decisions
- Hands-on implementation — workshop
- Configuration and customization
- Best practices and anti-patterns
- Integration with existing tools
Module 3: transformation with dbt
- Overview and key concepts — transformation with dbt
- Architecture and design decisions
- Hands-on implementation — workshop
- Configuration and customization
- Best practices and anti-patterns
- Integration with existing tools
Module 4: orchestration with Airflow/Dagster/Prefect
- Overview and key concepts — orchestration with Airflow/Dagster/Prefect
- Architecture and design decisions
- Hands-on implementation — workshop
- Configuration and customization
- Best practices and anti-patterns
- Integration with existing tools
Module 5: data warehouse (Snowflake
- Overview and key concepts — data warehouse (Snowflake
- Architecture and design decisions
- Hands-on implementation — workshop
- Configuration and customization
- Best practices and anti-patterns
- Integration with existing tools
Delivery Methods
Online
- Convenience of participating from anywhere
- Interactive live sessions with trainer
- Materials available for 30 days
- No travel costs
On-site
- Direct contact with trainer and group
- Intensive hands-on workshops
- Networking with other participants
- Full focus on learning
Frequently asked questions
Is this training suitable for my level?
This training is at intermediate. Check the prerequisites above for details.
What practical exercises are included?
Hands-on exercises in a prepared lab environment with realistic scenarios. No installation on work computers needed.
Will I receive a certificate?
Yes — certificate of completion from EITT plus comprehensive training materials.
Why choose EITT?
500+ experts, 2500+ trainings, 4.8/5 rating. Practitioners with real-world experience.
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Funding Options
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Development Services Database
Up to 80% funding for SMEs from EU funds
Check availabilityNational Training Fund
Up to 100% funding for employers
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