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Udemy

Mastering Google Dataform: From Beginner to Pro- BigQuery

via Udemy

Overview

Your Complete Guide to Data Transformation Mastery- Dataform-BigQuery

What you'll learn:
  • Master Google Dataform Fundamentals
  • Integrate Dataform with GitHub
  • Develop Dataform Models ( Incremental & SCD ) using GCP and CLI
  • Implement Dataform Assertions, Workflows and more

Welcome to "Mastering Google Dataform: From Beginner to Pro"!

Are you ready to transform your data skills and streamline your workflows? This comprehensive course is designed to take you from a beginner to a pro in Google Dataform, the powerful tool for data transformation and management. Whether you're a data analyst, data engineer, or just someone eager to enhance your data handling abilities, this course is perfect for you.


What You'll Learn:

  • Foundations of Google Dataform: Grasp the fundamental principles and core concepts to begin using it.

  • Constructing Data Models: Discover how to develop various models (such as views, tables, incremental tables, and SCD tables) in BigQuery using Dataform.

  • Data Transformation Methods: Master techniques for transforming raw data and creating dependencies between models.

  • Advanced Features: Dive deep into advanced features and best practices for optimizing your workflows.

  • Hands-On Projects: Apply your knowledge through hands-on exercises.

Who Should Enroll?

  • Students: Pursuing studies in data science, analytics, or related fields and wanting practical, hands-on experience.

  • Data Analysts looking to enhance their skills.

  • Data Engineers aiming to optimize their workflows.

  • Beginners eager to learn data transformation from scratch.

  • Professionals seeking to leverage Google Dataform for their data needs.


Enroll now and start your journey to mastering Google Dataform today!



Syllabus

  • Introduction
  • Dataform setup
  • Setup DataForm Locally (CLI) and service accounts to access BigQuery
  • Working with DataForm
  • Incremental Models in Dataform
  • Slowly Changing Dimensions (SCD) using Google Dataform
  • Assertions using Google Dataform - Data Quality Checks
  • Explore and work with Dataform Workflow in GCP
  • Thank you

Taught by

Abdsalam Fadel

Reviews

4.4 rating at Udemy based on 409 ratings

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