Learn data build tool (dbt) in Cloud from basic to advanced, scenarios, test cases, deployment, document generation ,etc
What you will learn
dbt Cloud from basic to advanced
Transformations using Select statements in SQL
Connecting dbt Cloud to AWS RDS PostgreSql
Materialization – Table, View, Incremental and Ephemeral
SCD’s using Snapshot
Test Cases using Test functionality
Jinja and Macros
Deployment (CD/CI) – Running in Production
Why take this course?
🎓 Mastering Data Build Tool (dbt) in Cloud: From Zero to Hero! 🚀
Course Instructor: Jim Macaulay
Course Title: Data Build Tool in Cloud: A Comprehensive Guide from Basic to Advanced 🗺️✨
Unlock the Power of dbt Cloud with Our Expert-Led Course!
Are you ready to dive into the world of data transformation, testing, and deployment using dbt Cloud? This isn’t just another technical course; it’s a journey through the essentials of data engineering that will transform the way you handle data in the cloud. With hands-on training from industry expert Jim Macaulay, you’ll learn to master dbt Cloud, from its fundamental concepts to its most advanced features.
🔍 What You’ll Learn:
- Models & Materializations: Discover how to define and manipulate data models, and explore different types of materializations including tables, views, incremental, and ephemeral materializations.
- Testing Scenarios: Gain the confidence to write and execute tests using schema.yml files, ensuring your data transformations are robust and reliable.
- Variables & Seeds/Sources: Learn how to use variables for dynamic data transformation, and how to set up seeds, sources, and manage snapshots for a solid data foundation.
- Jinja & Macros: Harness the power of Jinja templating engine and macros to create reusable and maintainable code snippets.
- Deployment Process: Understand the complete deployment process for your dbt projects, from development to production environments.
- AWS RDS PostgreSQL Integration: Connect and transform data with a real AWS RDS PostgreSQL instance, and learn how to handle dynamic schema generation and database object creation.
- Developing Models: Learn various methods to develop models efficiently and reference them effectively, ensuring optimal performance and readability in your dbt_project.yml and schema.yml files.
- Global & Local Variables: Define and utilize global and local variables within your project for greater flexibility and efficiency during runtime.
- Hooks & Run-Time Variables: Interact with PostgreSQL databases, manage hooks, and define run-time variables to streamline your workflow and data transformation processes.
🔥 Course Highlights:
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- Comprehensive Curriculum: A detailed guide through all the essential components of dbt Cloud, including Models, Materializations, Tests, Variables, Sources, Seeds, Snapshots, Hooks, Jinja, Macros, and Deployments.
- Practical Application: Real-world scenarios and examples that will help you understand how to apply dbt Cloud principles to your own projects.
- Advanced Techniques: Learn advanced topics like dynamic schema generation, database object creation, and efficient transformations using SQL.
🚀 Why Take This Course?
This course is your golden ticket to becoming a data engineering expert. Whether you’re a Data Engineer, ETL Architect, ETL Developer, Data Analyst, Data Scientist, BI Developer, Database Developer, Data Integration Specialist, or Data Architect, this course will equip you with the knowledge and skills to handle complex data challenges with confidence and proficiency.
By the end of this course, you’ll have a deep understanding of dbt Cloud and be able to transform data in a data warehouse using simple SQL statements, manage test cases, and deploy your projects into production environments.
📆 Enroll Now and Transform Your Data Journey!
Join us on this comprehensive learning adventure with Jim Macaulay and take the first step towards becoming a data wizard. With our hands-on approach, you’ll not only learn but also be able to apply your knowledge to real-world scenarios.
Don’t miss out on the opportunity to elevate your data skills to the next level. Sign up for “Data Build Tool in Cloud: A Comprehensive Guide from Basic to Advanced” today and start your transformation journey with dbt Cloud! 🌟🚀
