Mastering Google Dataform: From Beginner to Pro- BigQuery

Mastering Google Dataform: From Beginner to Pro- BigQuery, available at $44.99, has an average rating of 4.71, with 38 lectures, based on 7 reviews, and has 49 subscribers.

You will learn about Master Google Dataform Fundamentals Integrate Dataform with GitHub Develop Dataform Models ( Incremental & SCD ) using GCP and CLI Implement Dataform Assertions, Workflows and more This course is ideal for individuals who are Anyone Interested in Data world and would like to learn new data skills It is particularly useful for Anyone Interested in Data world and would like to learn new data skills.

Enroll now: Mastering Google Dataform: From Beginner to Pro- BigQuery

Summary

Title: Mastering Google Dataform: From Beginner to Pro- BigQuery

Price: $44.99

Average Rating: 4.71

Number of Lectures: 38

Number of Published Lectures: 38

Number of Curriculum Items: 38

Number of Published Curriculum Objects: 38

Original Price: $19.99

Quality Status: approved

Status: Live

What You Will Learn

Master Google Dataform Fundamentals
Integrate Dataform with GitHub
Develop Dataform Models ( Incremental & SCD ) using GCP and CLI
Implement Dataform Assertions, Workflows and more

Who Should Attend

Anyone Interested in Data world and would like to learn new data skills

Target Audiences

Anyone Interested in Data world and would like to learn new data skills

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!

Course Curriculum

Chapter 1: Introduction

Lecture 1: Lets get started

Lecture 2: Introduction

Lecture 3: What is Google DataForm

Lecture 4: Google Dataform vs. DBT Core vs. DBT Cloud

Lecture 5: Do you have any questions ?

Chapter 2: Dataform setup

Lecture 1: Create GCP project

Lecture 2: Create Github Repository

Lecture 3: Create Github Token

Lecture 4: Setup your repository in Dataform

Lecture 5: Link Github with Dataform

Lecture 6: Dataform Initialization

Lecture 7: Working with DataForm in GCP Workspace

Lecture 8: Do you have any question?

Lecture 9: Test connection between Google Dataform and Github

Chapter 3: Setup DataForm Locally (CLI) and service accounts to access BigQuery

Lecture 1: Overview

Lecture 2: Creating First Dataform Model in GCP

Lecture 3: Creating Service Account

Lecture 4: Setting up local environment – CLI

Lecture 5: Running DataForm Locally and in GCP

Chapter 4: Working with DataForm

Lecture 1: Overview

Lecture 2: Add Sample data to BigQuery

Lecture 3: Create data Sources in Dataform and Manage Dependencies

Lecture 4: Create Views in BigQuery using DataFrom (GCP & CLI)

Lecture 5: Explore BigQuery

Lecture 6: Create Materialized Views in BigQuery using DataFrom

Chapter 5: Incremental Models in Dataform

Lecture 1: Incremental models explained

Lecture 2: Implementing Incremental models in Dataform – Part 1

Lecture 3: Implementing Incremental models in Dataform – Part 2

Chapter 6: Slowly Changing Dimensions (SCD) using Google Dataform

Lecture 1: Slowly Changing Dimensions (SCD) Explained

Lecture 2: Implementing SCD using Dataform

Chapter 7: Assertions using Google Dataform – Data Quality Checks

Lecture 1: Adding Assertions to Dataform models

Lecture 2: Working with custom assertions in Dataform

Chapter 8: Explore and work with Dataform Workflow in GCP

Lecture 1: Tags in Dataform

Lecture 2: Sync local changes with remote GitHub and Datafrom

Lecture 3: Dataform Graph

Lecture 4: Schedule a Workflow in DataForm

Chapter 9: Thank you

Lecture 1: Join our community

Lecture 2: Thank you for attending this course

Instructors

Abdussalam Fadel
Professional Data Engineer

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4 stars: 2 votes
5 stars: 5 votes

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