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Mastering Google Dataform: From Beginner to Pro- BigQuery

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1:47:18

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  • 1. Lets get started.mp4
    01:24
  • 2. Introduction.mp4
    01:14
  • 3. What is Google DataForm.mp4
    02:25
  • 4. Google Dataform vs. DBT Core vs. DBT Cloud.mp4
    03:48
  • 1. Create GCP project.mp4
    01:57
  • 2.1 Useful Resources .pdf
  • 2. Create Github Repository.mp4
    00:56
  • 3. Create Github Token.mp4
    01:26
  • 4. Setup your repository in Dataform.mp4
    01:21
  • 5. Link Github with Dataform.mp4
    02:20
  • 6.1 Dataform CLI Commands - Summary.pdf
  • 6. Dataform Initialization.mp4
    01:47
  • 7.1 Useful Resources .pdf
  • 7. Test connection between Google Dataform and Github.mp4
    02:54
  • 1. Overview.mp4
    01:19
  • 2. Creating Service Account.mp4
    03:39
  • 3. Creating First Dataform Model in GCP.mp4
    02:00
  • 4.1 Dataform CLI Commands - Summary.pdf
  • 4. Setting up local environment - CLI.mp4
    04:34
  • 5. Running DataForm Locally and in GCP.mp4
    06:10
  • 1. Overview.mp4
    01:02
  • 2.1 Create data sample in BQ.pdf
  • 2. Add Sample data to BigQuery.mp4
    01:51
  • 3. Create data Sources in Dataform and Manage Dependencies.mp4
    05:00
  • 4. Create Views in BigQuery using DataFrom (GCP & CLI).mp4
    02:12
  • 5. Explore BigQuery.mp4
    01:23
  • 6. Create Materialized Views in BigQuery using DataFrom.mp4
    03:00
  • 1. Incremental models explained.mp4
    03:41
  • 2. Implementing Incremental models in Dataform - Part 1.mp4
    07:21
  • 3. Implementing Incremental models in Dataform - Part 2.mp4
    :
  • 1.1 Slowly changing dimension(SCD) - code template.pdf
  • 1.2 Useful Resources .pdf
  • 1. Slowly Changing Dimensions (SCD) Explained.mp4
    05:38
  • 2.1 Config files .pdf
  • 2.2 Dataform CLI Commands - Summary.pdf
  • 2.3 Slowly changing dimension(SCD) - code template.pdf
  • 2.4 Useful Resources .pdf
  • 2. Implementing SCD using Dataform.mp4
    13:39
  • 1. Adding Assertions to Dataform models.mp4
    05:33
  • 2.1 Useful Resources .pdf
  • 2. Working with custom assertions in Dataform.mp4
    04:10
  • 1. Tags in Dataform.mp4
    01:43
  • 2. Sync local changes with remote GitHub and Datafrom.mp4
    04:07
  • 3. Dataform Graph.mp4
    03:33
  • 4. Schedule a Workflow in DataForm.mp4
    03:34
  • 1. Thank you for attending this course.mp4
    00:37

    • Description

    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

    Who is this for?

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

    • What You Need to Know?

  • Basic Understanding of SQL, Github
  • Willing to learn new things

    • More details

    Description

    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!



    Who this course is for:

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

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    Category

    Google Cloud

    Udemy
    Udemy
    View courses Udemy
    Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.
    • language english
    • Training sessions 34
    • duration 1:47:18
    • Release Date 2024/11/18

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