dbt Models

SKU: M2160
4 Lesson
|
3 Hours
dbt Models are the core building blocks of modern data transformation workflows used in analytics engineering. They allow data professionals to transform raw warehouse data into clean, reliable datasets using simple SQL and modular development practices. This program explains how dbt models structure data pipelines, manage dependencies, and maintain data quality inside modern cloud data warehouses.

Overview

Prerequisites

  • Basic SQL knowledge
  • Familiarity with relational databases
  • Understanding of data warehouses
  • Basic command line usage
  • Interest in analytics engineering or data engineering

What Will You Learn

  • Introduction to dbt modeling concepts
  • Understanding ELT architecture
  • Creating basic SQL models
  • Model dependencies and project structure
  • Running transformations and builds
  • Incremental models for large datasets
  • Data testing frameworks
  • Documentation generation
  • Model materializations and optimization
  • Analytics workflow management
  • Enterprise data transformation architecture
  • Performance tuning for warehouse workloads
  • Security and access control practices
  • Scalable analytics engineering patterns
  • Data pipeline reliability and monitoring

Key Features

Course Curriculum

1. Evolution of modern data stacks
2. ETL vs ELT architecture
3. Role of dbt in modern data platforms
4. dbt project structure
5. Running dbt commands and workflow basics
1. Creating dbt models
2. Building transformation logic with SQL
3. Data cleaning and transformation workflows
4. Modular query design and reusable models
1. DAG concepts in dbt projects
2. Model relationships and dependencies
3. Using ref() and source() functions
4. Schema testing and validation
5. Custom data tests and monitoring data quality
1. Auto documentation generation
2. Data lineage visualization
3. Team collaboration workflows
4. Incremental models for large datasets
5. Performance optimization techniques
6. Scaling transformation pipelines in warehouses
7. Best practices for analytics engineering
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Course Fees

Online Class Room Program

US $ 99.00
100% Money Back Guarantee
  • Duration : 3 Hrs
  • Plus Self Paced

Classes Starting From

  • Fast Track Batch 29 Jun 2026
  • Weekday Batch 29 Jun 2026
  • Weekend Batch 04 Jul 2026

Corporate Training

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

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