Udemy - Complete dbt (Data Build Tool) Bootcamp - From Zero to Hero

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[ DevCourseWeb.com ] Udemy - Complete dbt (Data Build Tool) Bootcamp - From Zero to Hero
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Course Introduction
    • 1. Instructors Introduction.mp4 (19.5 MB)
    • 1. Instructors Introduction.srt (2.0 KB)
    • 2. Welcome.mp4 (16.6 MB)
    • 2. Welcome.srt (1.2 KB)
    • 3. Course Structure Overview.mp4 (71.6 MB)
    • 3. Course Structure Overview.srt (4.2 KB)
    • 3.1 topdown_bottom_up_2).mp4 (71.2 MB)
    10. Seeds and Sources
    • 1. Learning Objectives - Seeds and Sources.mp4 (1.9 MB)
    • 1. Learning Objectives - Seeds and Sources.srt (0.4 KB)
    • 2. Seeds and Sources Overview.mp4 (5.2 MB)
    • 2. Seeds and Sources Overview.srt (1.0 KB)
    • 3. Seeds.mp4 (39.5 MB)
    • 3. Seeds.srt (5.5 KB)
    • 3.1 seed_full_moon_dates.csv (2.9 KB)
    • 3.2 Sources-and-Seeds.pdf (187.2 KB)
    • 4. Sources.mp4 (28.9 MB)
    • 4. Sources.srt (4.8 KB)
    • 5. Source Freshness.mp4 (21.5 MB)
    • 5. Source Freshness.srt (3.4 KB)
    11. Snapshots
    • 1. Learning Objectives - Snapshots.mp4 (3.4 MB)
    • 1. Learning Objectives - Snapshots.srt (0.8 KB)
    • 2. Snapshots Overview.mp4 (18.4 MB)
    • 2. Snapshots Overview.srt (3.4 KB)
    • 3. Creating a Snapshot.mp4 (73.5 MB)
    • 3. Creating a Snapshot.srt (12.3 KB)
    • 3.1 Snapshots.md.pdf (187.6 KB)
    • 4. Snapshots Quiz.html (0.2 KB)
    12. Tests
    • 1. Learning objectives - Tests.mp4 (2.1 MB)
    • 1. Learning objectives - Tests.srt (0.4 KB)
    • 2. Tests Overview.mp4 (13.1 MB)
    • 2. Tests Overview.srt (2.6 KB)
    • 3. Generic Tests.mp4 (60.6 MB)
    • 3. Generic Tests.srt (10.7 KB)
    • 3.1 Tests.md.pdf (193.2 KB)
    • 4. Singular Tests.mp4 (25.5 MB)
    • 4. Singular Tests.srt (3.2 KB)
    • 5. Create your own singular test.html (0.2 KB)
    • 6. Tests Quiz.html (0.2 KB)
    13. Macros, Custom Tests and Packages
    • 1. Learning Objectives - Macros, Custom Tests and Packages.mp4 (2.9 MB)
    • 1. Learning Objectives - Macros, Custom Tests and Packages.srt (0.5 KB)
    • 2. Macros Overview.mp4 (5.1 MB)
    • 2. Macros Overview.srt (0.8 KB)
    • 3. Creating our First Macro.mp4 (42.8 MB)
    • 3. Creating our First Macro.srt (7.2 KB)
    • 3.1 Macros-CustomTests-Packages.md.pdf (168.7 KB)
    • 4. Writing Custom Generic Tests.mp4 (20.0 MB)
    • 4. Writing Custom Generic Tests.srt (3.3 KB)
    • 5. Installing Third-Party Packages.mp4 (49.6 MB)
    • 5. Installing Third-Party Packages.srt (7.5 KB)
    • 6. Macros, Custom Tests and Packages Quiz.html (0.2 KB)
    14. Documentation
    • 1. Learning Objectives - Documentation.mp4 (3.5 MB)
    • 1. Learning Objectives - Documentation.srt (0.9 KB)
    • 2. Documentation Overview.mp4 (13.7 MB)
    • 2. Documentation Overview.srt (2.8 KB)
    • 3. Writing and Exploring Basic Documentation.mp4 (54.7 MB)
    • 3. Writing and Exploring Basic Documentation.srt (9.1 KB)
    • 3.1 Documentation.md.pdf (177.6 KB)
    • 4. Markdown-based Docs, Custom Overview Page and Assets.mp4 (66.1 MB)
    • 4. Markdown-based Docs, Custom Overview Page and Assets.srt (9.9 KB)
    • 4.1 input_schema.png (65.4 KB)
    • 5. The Linage Graph (Data Flow DAG).mp4 (41.4 MB)
    • 5. The Linage Graph (Data Flow DAG).srt (6.8 KB)
    • 6. Document the dim_hosts_cleansed table.html (0.2 KB)
    • 7. Documentation quiz.html (0.2 KB)
    15. Analyses, Hooks and Exposures
    • 1. Learning Objectives - Analyses, Hook and Exposures.mp4 (4.8 MB)
    • 1. Learning Objectives - Analyses, Hook and Exposures.srt (0.8 KB)
    • 1.1 Analyses-Hooks-Exposures.pdf (195.0 KB)
    • 2. Analyses.mp4 (16.2 MB)
    • 2. Analyses.srt (2.8 KB)
    • 3. Hooks.mp4 (35.0 MB)
    • 3. Hooks.srt (5.1 KB)
    • 4. Setting up a BI Dashboard in Snowflake and Preset.mp4 (44.5 MB)
    • 4. Setting up a BI Dashboard in Snowflake and Preset.srt (5.6 KB)
    • 5. Exposures.mp4 (26.3 MB)
    • 5. Exposures.srt (4.3 KB)
    • 6. Hooks Quiz.html (0.2 KB)
    • 7. Course Feedback.html (0.2 KB)
    2. Theory - The Data Maturity Model
    • 1. Introduction - Maslow's Pyramid of Data.mp4 (29.3 MB)
    • 1. Introduction - Maslow's Pyramid of Data.srt (3.7 KB)
    • 2. The Data Maturity Model.mp4 (33.7 MB)
    • 2. The Data Maturity Model.srt (4.9 KB)
    • 3. ETL and ELT.mp4 (30.0 MB)
    • 3. ETL and ELT.srt (4.2 KB)
    3. Theory - Data Warehouses, Data Lakes and Lakehouses
    • 1. Data Warehousing - a short introduction.mp4 (16.5 MB)
    • 1. Data Warehousing - a short introduction.srt (4.2 KB)
    • 2. External Tables and Cloud Data Warehouses.mp4 (17.8 MB)
    • 2. External Tables and Cloud Data Warehouses.srt (2.3 KB)
    • 3. Data Lakes.mp4 (12.8 MB)
    • 3. Data Lakes.srt (1.8 KB)
    • 4. Data Lakehouse.mp4 (9.8 MB)
    • 4. Data Lakehouse.srt (1.2 KB)
    4. Theory - Normalization
    • 1. The Basics of Database Normalization.mp4 (29.7 MB)
    • 1. The Basics of Database Normalization.srt (3.7 KB)
    • 2. First Normal Form (1NF).mp4 (41.9 MB)
    • 2. First Normal Form (1NF).srt (4.7 KB)
    • 3. Second Normal Form (2NF).mp4 (31.8 MB)
    • 3. Second Normal Form (2NF).srt (3.5 KB)
    • 4. Third Normal Form (3NF).mp4 (25.8 MB)
    • 4. Third Normal Form (3NF).srt (3.0 KB)
    5. Theory - Slowly Changing Dimension (SCD)
    • 1. The Basics of Slowly Changing Dimensions.mp4 (13.9 MB)
    • 1. The Basics of Slowly Changing Dimensions.srt (1.6 KB)
    • 2. Type 0 - Retain Original.mp4 (10.8 MB)
    • 2. Type 0 - Retain Original.srt (1.2 KB)
    • 3. Type 1 - Overwrite.mp4 (16.5 MB)

Description

Complete dbt (Data Build Tool) Bootcamp: From Zero to Hero



https://DevCourseWeb.com

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz
Language: English | Size: 2.0 GB | Duration: 4h 12m

The most complete dbt™ course covering theory & practice through a real-world Airbnb use case. Continuously updated!

What you'll learn
Learn to use the dbt™ platform professionally through the creation of an exhaustive, real-world, hands-on dbt - Airbnb project covering both Theory and Practice
Set up the complete development environment on Mac & Windows, Connect to Snowflake and BI, Configure dbt profile, extend the IDE with dbt tools
Learn core dbt concepts such as Models, Materialization, Sources, Seeds, Snapshots, Packages, Hooks, Exposures, Analyses, write complex SQL queries
Understand the dbt project structure and learn about dbt tips & tricks, advanced techniques and best practices, extend dbt with your own / third-party macros
Implement singular and generic dbt tests, work with additional arguments and default config values, customize dbt built-in tests
Document your models and pipeline, customize the dbt docs page, Explore and analyse dependencies between transformation steps
Understand how dbt fits into the modern data stack, learn about the stages of the Data-Maturity Model, and well functioning Data Architectures
Master ETL/ELT procedures, Data Transformations, Database Normalization, Slowly Changing Dimensions, Common Table Expressions and Analytics Engineering
Understand what is a Data Warehouse, Data Lake, or Data Lakehouse and when to use which, handle Data Collection, Data Wrangling and Data Integrations

Requirements
Basic SQL experience
Working computer (Mac/Windows/Linux)
No previous programming language experience required
Description
Greetings to the MOST COMPLETE, CONTINUOUSLY UPDATED independent dbt™ (Data Build Tool) software course in the world - as of 2022!



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Udemy - Complete dbt (Data Build Tool) Bootcamp - From Zero to Hero

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Download torrent
2 GB
seeders:4
leechers:3
Udemy - Complete dbt (Data Build Tool) Bootcamp - From Zero to Hero

Torrent hash: 32454D04CEC12BE59657A2F7281808E8B893FA88