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dbt Bootcamp (core & cloud) : Beginner to Pro
Rating: 4.1 out of 5(20 ratings)
107 students

dbt Bootcamp (core & cloud) : Beginner to Pro

Empower Your Analytics: Mastering dbt Core Fundamentals for Efficient and Collaborative Data Transformations
Created byMD Imran
Last updated 3/2024
English

What you'll learn

  • Understand the core concepts and principles of dbt (data build tool), including the concepts of models, sources, and tests.
  • Gain proficiency in writing dbt models to transform raw data into meaningful and analytically valuable datasets.
  • Learn how to structure dbt projects effectively and use version control to manage changes in your analytics codebase
  • Understand the importance of data testing in the analytics workflow and how to create and execute tests in dbt.

Course content

8 sections82 lectures7h 54m total length
  • what is dbt1:53
  • Key Features2:08
  • why dbt2:17
  • what is analytical Engineering2:25
  • Practice Questions

Requirements

  • Basic SQL Knowledge
  • Basic Data Warehousing Understanding (snowflake) - not mandatory
  • For beginners or those without the specified prerequisites, don't worry! The course is designed to be accessible to learners at various levels

Description

Course Description:


Unlock the full potential of your data analytics workflow with our comprehensive "dbt Core Fundamentals part 1" course. In this hands-on and accessible learning experience, you'll dive into the world of dbt (data build tool) to revolutionize the way you transform and model data for analytics.


Course Highlights:


Build a Solid Foundation: Gain a deep understanding of dbt's core concepts, including models, snapshots, seeds, and tests. Learn how to structure dbt projects for maximum efficiency and maintainability.


Efficient Data Transformations: Master the art of crafting efficient and scalable data transformations using dbt. Explore advanced techniques, optimize queries, and apply best practices for top-notch analytics.


Data Quality Assurance: Learn the importance of data testing and validation in the analytics pipeline. Develop skills to create and execute tests, ensuring the integrity and accuracy of your transformed data.


Collaborative Development: Elevate your collaborative analytics development skills. Work seamlessly with teammates, manage codebase changes using version control, and create impactful documentation to enhance team collaboration.


Hands-On Practice: Apply your knowledge through hands-on exercises and real-world scenarios. Gain practical experience in a dbt environment to reinforce your learning and build confidence in your analytics capabilities.


Who Should Enroll:


Data Analysts, Data Scientists, and Business Intelligence Professionals

Data Engineers and Database Administrators

Analytics Managers and Team Leads

SQL Practitioners and Beginners in Analytics

Prerequisites:


Basic SQL knowledge

Familiarity with data concepts

Understanding of data warehousing (not mandatory)

Basic command line interface (CLI) skills (useful)

Course Outcome:

Upon completion, you'll be equipped with the skills to transform raw data into actionable insights efficiently, collaborate effectively in a team environment, and ensure the quality and reliability of your analytics data. Empower your analytics journey – enroll in the "dbt Core Fundamentals part 1" course and take your data transformation skills to the next level!

Who this course is for:

  • Data Analysts and Data Scientists
  • Business Intelligence Professionals
  • Data Engineers
  • Beginners in Analytics