Dagster training

13 Lesson

24 Hours

15K+ Learners

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Dagster Training helps you learn how to build, orchestrate, monitor, and manage reliable data pipelines using Dagster. The course covers core Dagster concepts, assets, jobs, schedules, sensors, resources, partitions, testing, monitoring, and deployment. You will gain practical skills to develop maintainable data workflows, automate pipeline execution, manage dependencies, and monitor data assets effectively. The training is suitable for data engineers, analytics engineers, and professionals working with modern data platforms.

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Overview

Prerequisites for Dagster Training

Basic familiarity with Python, including functions, packages/modules, decorators, and type hints.
Basic understanding of SQL, including SELECT statements and database tables.
Basic familiarity with the command line/terminal.
Python 3.10 or later for the current Dagster setup.
No prior experience with Dagster is required.

Who Should Take Dagster Training?

Data Engineers
Analytics Engineers
Data Scientists
ETL Developers
Data Platform Engineers
Python Developers working with data pipelines
Professionals who want to learn data orchestration with Dagster

What You Will Learn

Understand Dagster and asset-based data orchestration.
Create and manage software-defined assets.
Define asset dependencies and data lineage.
Work with resources and external data systems.
Create jobs, schedules, and sensors.
Implement partitions and backfills.
Use the Dagster UI to monitor assets and pipeline runs.
Add asset metadata and manage asset information.
Test and troubleshoot Dagster pipelines.
Deploy and manage Dagster projects.

Why Choose igmGuru for Dagster Course?

Live, instructor-led sessions with experienced trainers
Hands-on practice with Dagster assets, jobs, schedules, sensors, and resources
Practical data pipeline and orchestration exercises
Curriculum covering current Dagster concepts and workflows
Flexible self-paced and live batch options
Lifetime access to session recordings and training materials
Post-training query support and career guidance

Key Features

Get Certified & Get Placed
Small Batches Upto 10 Participants
1 On 1 Training Option Available
24 X 7 Lifetime Support & Access
Experienced & Professional Trainers
100% Job Assistance

Course Curriculum

Lesson 1 - Introduction to Dagster

1. Introduction to Data Engineering

2. Understanding Data Orchestration

3. What Is a Data Orchestrator?

4. Orchestration Approaches

5. Asset-Centric Orchestration

6. Dagster Architecture and Core Concepts

7. Dagster Use Cases

Lesson 2 - Dagster Installation and Setup

1. Dagster Prerequisites

2. Installing Dagster

3. Setting Up a Local Dagster Environment

4. Creating a Dagster Project

5. Project Structure

6. Using the Command Line

7. Dagster UI Overview

Lesson 3 - Software-Defined Assets

1. Introduction to Dagster Assets

2. Understanding Data Assets

3. Defining Assets

4. Asset Materialization

5. Viewing Asset Details

6. Running Assets

7. Viewing Run Details

8. Troubleshooting Failed Runs

Lesson 4 - Asset Dependencies and Lineage

1. Understanding Asset Dependencies

2. Defining Dependencies Between Assets

3. Asset Graphs

4. Data Lineage

5. Assets and Database Execution

6. Loading Data into a Database

7. In-Memory Asset Computations

8. Viewing Asset Lineage in Dagster UI

Lesson 5 - Definitions and Code Locations

1. Understanding the Definitions Object

2. Defining Dagster Assets and Resources

3. Understanding Code Locations

4. Managing Definitions

5. Viewing Code Locations in Dagster UI

Lesson 6 - Resources

1. Defining Resources

2. Configuring Resources

3. Connecting Resources to Assets

4. Database Resources

5. Using Resources in Assets

6. Refactoring Assets to Use Resources

7. Analyzing Resource Usage in Dagster UI

Lesson 7 - Jobs and Schedules

1. Understanding Dagster Jobs

2. Defining Jobs

3. Asset-Based Jobs

4. Understanding Schedules

5. Creating Schedules

6. Connecting Jobs and Schedules

7. Running Scheduled Pipelines

8. Managing Jobs and Schedules in Dagster UI

Lesson 8 - Partitions and Backfills

1. Understanding Partitions

2. Creating Partitions

3. Partitioning Assets

4. Date-Based Partitions

5. Partitioned Jobs

6. Understanding Backfills

7. Running Backfills

8. Managing Partitions and Backfills in Dagster UI

Lesson 9 - Sensors

1. Understanding Dagster Sensors

2. Sensor-Based Automation

3. Configuring Sensors

4. Creating Sensor-Triggered Assets

5. Creating Jobs for Sensors

6. Building and Enabling Sensors

7. Monitoring Sensors in Dagster UI

Lesson 10 - Dagster UI and Pipeline Monitoring

1. Navigating the Dagster UI

2. Asset Catalog

3. Asset Details

4. Asset Lineage

5. Run History

6. Run Logs

7. Jobs

8. Schedules

9. Resources

10. Backfills

11. Monitoring Pipeline Execution

12. Troubleshooting Failed Runs

Lesson 11 - Asset Metadata

1. Understanding Asset Metadata

2. Asset Descriptions

3. Asset Groups

4. Grouping Assets

5. Materialization Metadata

6. Adding Metadata to Assets

Lesson 12 - Testing and Reliability

1. Testing Dagster Pipelines

2. Asset Testing Concepts

3. Asset Checks

4. Debugging Data Pipelines

5. Validating Pipeline Results

6. Troubleshooting Pipeline Failures

Lesson 13 - Dagster Deployment

1. Local Development vs Production

2. Dagster Open Source Deployment

3. Dagster+ Overview

4. Code Locations in Production

5. Deployment Configuration

6. Building Deployment Artifacts

7. Docker-Based Deployment

8. CI/CD for Dagster

9. Production Pipeline Management

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Course Fees

Online Class Room Program

US $ 799.00

100% Money Back Guarantee

Duration : 24 Hrs
Plus Self Paced

Classes Starting From

Fast Track Batch 21 Oct 2026
Weekday Batch 26 Oct 2026
Weekend Batch 24 Oct 2026

1 ON 1 Training

US $ 899.00

100% Money Back Guarantee

Duration : 24 Hrs
Plus Self Paced

Classes Starting From

Fast Track Batch 21 Oct 2026
Weekday Batch 26 Oct 2026
Weekend Batch 24 Oct 2026

Corporate Training

Customized Training Delivery Model
Flexible Training Schedule Options
Industry Experienced Trainers
24x7 Support

Trusted By Top Companies Worldwide

Want to know Today's Offer

Dagster Certification

Upon successfully completing the Dagster Training, you will receive an igmGuru Course Completion Certificate. This certificate validates your learning and skills in Dagster data orchestration, including assets, jobs, schedules, sensors, resources, partitions, and pipeline management.

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Dagster training

Overview

Prerequisites for Dagster Training

Who Should Take Dagster Training?

What You Will Learn

Why Choose igmGuru for Dagster Course?

Key Features

Course Curriculum

Lesson 1 - Introduction to Dagster

Lesson 2 - Dagster Installation and Setup

Lesson 3 - Software-Defined Assets

Lesson 4 - Asset Dependencies and Lineage

Lesson 5 - Definitions and Code Locations

Lesson 6 - Resources

Lesson 7 - Jobs and Schedules

Lesson 8 - Partitions and Backfills

Lesson 9 - Sensors

Lesson 10 - Dagster UI and Pipeline Monitoring

Lesson 11 - Asset Metadata

Lesson 12 - Testing and Reliability

Lesson 13 - Dagster Deployment

Request For Live Demo Class

Course Fees

Online Class Room Program

Classes Starting From

1 ON 1 Training

Classes Starting From

Corporate Training

Trusted By Top Companies Worldwide

Want to know Today's Offer

Dagster Certification

Reviews

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