Udemy - Mastering Dbt (Data Build Tool) - From Beginner To Pro

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Udemy - Mastering Dbt (Data Build Tool) - From Beginner To ProUdemy - Mastering Dbt (Data Build Tool) - From Beginner To Pro

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Udemy - Mastering Dbt (Data Build Tool) - From Beginner To Pro.torrent
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b4947f6aa7f49a49970b0901ce6e8e9f1c2794ca
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4 GB in 98 files
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Uploaded on 04-05-2023 by our crawler pet called "Spidey".
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Description

[ DevCourseWeb.com ] Mastering Dbt (Data Build Tool) - From Beginner To Pro



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Published 4/2023

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz

Language: English | Size: 3.98 GB | Duration: 6h 46m



Analytics Engineering Bootcamp to take you from beginner to advanced dbt, and get hands-on with dbt Cloud!



What you'll learn

How to build a complete dbt project from scratch

The main benefits of dbt, and a bit of background as to how it came about

All of the dbt fundamentals: sources, models, tests, documentation, snapshots, seeds, macros, hooks, and operations

How to structure a dbt project

How to version control changes to your code with GitHub

Advanced dbt testing - creating your own custom singular & generic tests, setting severity, and setting warn/error thresholds

Advanced dbt data modelling - including incremental and ephemeral models and what type to use (& when)

Advanced dbt commands - how to use different selectors, different profiles, tags, indirect test selection and building a local dbt documents site

Advanced dbt jinja & macros - creating your own macros to use in hooks / functions / operations, using jinja for loops and variables, and the target function

How to deploy your project on dbt Cloud, how to use the dbt Cloud UI, and using environment variables

How to use tests & macros from external packages to supercharge your dbt project

Best practises to use when running a dbt project (based on lots of experience!)

How to create a complete setup for Mac or Windows: installing all of the tools and getting a dbt specific VSCode setup!



Requirements

Basic SQL

No Python experience needed

Mac / Windows machine which is capable of installing Python, Git, and VSCode (we'll run through all of this in the course!)



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



Get More Tutorials and Support Us -->> https://FreeCourseWeb.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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Files in this torrent

FILENAMESIZE
~Get Your Files Here !/1 - Introduction/1 - Instructor introduction.mp434.2 MB
~Get Your Files Here !/1 - Introduction/10 - dbt Core vs dbt Cloud.mp423.2 MB
~Get Your Files Here !/1 - Introduction/2 - 1b-c.Course-outline-introduction.pdf35.5 KB
~Get Your Files Here !/1 - Introduction/2 - Course outline.mp430.1 MB
~Get Your Files Here !/1 - Introduction/3 - Course introduction.mp438.5 MB
~Get Your Files Here !/1 - Introduction/4 - A brief history of the data stack.mp433.7 MB
~Get Your Files Here !/1 - Introduction/5 - Benefits of dbt inferring dependencies.mp454.5 MB
~Get Your Files Here !/1 - Introduction/6 - Benefits of dbt documentation testing.mp452.8 MB
~Get Your Files Here !/1 - Introduction/7 - Benefits of dbt Pythonlike functionality.mp461.3 MB
~Get Your Files Here !/1 - Introduction/8 - How dbt has solved a lot of problems in the data stack.mp424.8 MB
~Get Your Files Here !/1 - Introduction/9 - 1d-i.Introduction-to-dbt.pdf1.2 MB
~Get Your Files Here !/1 - Introduction/9 - How dbt fits in the data stack.mp452.5 MB
~Get Your Files Here !/2 - Getting set up with your tools/11 - Section overview.mp48.2 MB
~Get Your Files Here !/2 - Getting set up with your tools/12 - Creating a Gmail account.mp47.9 MB
~Get Your Files Here !/2 - Getting set up with your tools/12 - Link to Google signup page.txt34 B
~Get Your Files Here !/2 - Getting set up with your tools/13 - Link to Google BigQuery.txt33 B
~Get Your Files Here !/2 - Getting set up with your tools/13 - Setting up a BigQuery project with billing.mp419.5 MB
~Get Your Files Here !/2 - Getting set up with your tools/14 - Link to BigQuery UI.txt41 B
~Get Your Files Here !/2 - Getting set up with your tools/14 - Link to Google Cloud Billing.txt40 B
~Get Your Files Here !/2 - Getting set up with your tools/14 - Optional If you have issues with BigQuery billing.mp411.9 MB
~Get Your Files Here !/2 - Getting set up with your tools/15 - Link to BigQuery UI.txt41 B
~Get Your Files Here !/2 - Getting set up with your tools/15 - The BigQuery UI.mp435.4 MB
~Get Your Files Here !/2 - Getting set up with your tools/16 - Link to the dataset well be using.txt91 B
~Get Your Files Here !/2 - Getting set up with your tools/16 - The dataset youll be using.mp432.2 MB
~Get Your Files Here !/2 - Getting set up with your tools/17 - Link to Python 310 download page.txt54 B
~Get Your Files Here !/2 - Getting set up with your tools/17 - Mac Installing Python 310.mp413.2 MB
~Get Your Files Here !/2 - Getting set up with your tools/18 - Link to Python 310 download page.txt54 B
~Get Your Files Here !/2 - Getting set up with your tools/18 - Windows Installing Python 310.mp415.3 MB
~Get Your Files Here !/2 - Getting set up with your tools/18 - Windows Python install instructions.txt58 B
~Get Your Files Here !/2 - Getting set up with your tools/19 - Downloading VSCode and setting up shortcuts.mp443.1 MB
~Get Your Files Here !/2 - Getting set up with your tools/19 - keybindings.json536 B
~Get Your Files Here !/2 - Getting set up with your tools/19 - keyboard-shortcuts-macos.pdf202.4 KB
~Get Your Files Here !/2 - Getting set up with your tools/19 - keyboard-shortcuts-windows.pdf142.3 KB
~Get Your Files Here !/2 - Getting set up with your tools/19 - Link to VSCode download page.txt30 B
~Get Your Files Here !/2 - Getting set up with your tools/20 - Creating a GitHub account.mp417 MB
~Get Your Files Here !/2 - Getting set up with your tools/20 - Link to GitHub account creation page.txt23 B
~Get Your Files Here !/2 - Getting set up with your tools/21 - 2i.Forking-vs.cloning.pdf157.6 KB
~Get Your Files Here !/2 - Getting set up with your tools/21 - Forking vs cloning.mp422.2 MB
~Get Your Files Here !/2 - Getting set up with your tools/22 - Forking the repository.mp416.2 MB
~Get Your Files Here !/2 - Getting set up with your tools/22 - Link to the repository well be using for this course.txt54 B
~Get Your Files Here !/2 - Getting set up with your tools/23 - Optional If you have issues syncing your forked repository.mp459.8 MB
~Get Your Files Here !/2 - Getting set up with your tools/24 - Installing the recommended extensions in VSCode.mp43.5 MB
~Get Your Files Here !/2 - Getting set up with your tools/25 - 2m.Whats-a-venv.pdf124.7 KB
~Get Your Files Here !/2 - Getting set up with your tools/25 - Whats a virtual environment venv.mp425.3 MB
~Get Your Files Here !/2 - Getting set up with your tools/26 - Adding Python to path in Windows.txt78 B
~Get Your Files Here !/2 - Getting set up with your tools/26 - Python guide for Windows.txt44 B
~Get Your Files Here !/2 - Getting set up with your tools/26 - Setting up our virtual environment and installing packages.mp422.5 MB
~Get Your Files Here !/2 - Getting set up with your tools/27 - Link to dbt docs on BigQuery setup.txt90 B
~Get Your Files Here !/2 - Getting set up with your tools/27 - Link to gcloud install page.txt41 B
~Get Your Files Here !/2 - Getting set up with your tools/27 - Setting up dbt for BigQuery.mp421.6 MB
~Get Your Files Here !/2 - Getting set up with your tools/28 - Lesson-notes-trialling-the-model-project.pdf70.8 KB
~Get Your Files Here !/2 - Getting set up with your tools/28 - Trialling our model dbt project.mp446.4 MB
~Get Your Files Here !/2 - Getting set up with your tools/29 - Link to the autocomplete repository.txt47 B
~Get Your Files Here !/2 - Getting set up with your tools/29 - Setting up dbt autocomplete.mp422.7 MB
~Get Your Files Here !/2 - Getting set up with your tools/30 - Run through of how our final project will look.mp466.1 MB
~Get Your Files Here !/3 - Building the basic dbt project/31 - Lesson-notes-dbt-init.pdf26.7 KB
~Get Your Files Here !/3 - Building the basic dbt project/31 - The dbt init command.mp429 MB
~Get Your Files Here !/3 - Building the basic dbt project/32 - Version control with GitHub.mp469.8 MB
~Get Your Files Here !/3 - Building the basic dbt project/33 - Debugging-dbt-Power-User.pdf135.8 KB
~Get Your Files Here !/3 - Building the basic dbt project/33 - keybindings.json536 B
~Get Your Files Here !/3 - Building the basic dbt project/33 - Setting up dbt Power User.mp484.5 MB
~Get Your Files Here !/3 - Building the basic dbt project/33 - settings.json1.3 KB
~Get Your Files Here !/3 - Building the basic dbt project/34 - How well structure our project.mp456.1 MB
~Get Your Files Here !/3 - Building the basic dbt project/35 - Creating our first source src yml file.mp448.2 MB
~Get Your Files Here !/3 - Building the basic dbt project/35 - Lesson-notes-sources.pdf39.6 KB
~Get Your Files Here !/3 - Building the basic dbt project/35 - Link to dbt documentation on version 2.txt50 B
~Get Your Files Here !/3 - Building the basic dbt project/36 - Creating our first staging stg SQL model.mp473.2 MB
~Get Your Files Here !/3 - Building the basic dbt project/36 - Lesson-notes-our-first-SQL-model.pdf40.8 KB
~Get Your Files Here !/3 - Building the basic dbt project/37 - Lesson-notes-running-our-first-SQL-file.pdf32.3 KB
~Get Your Files Here !/3 - Building the basic dbt project/37 - Running our first staging stg SQL model.mp441.3 MB
~Get Your Files Here !/3 - Building the basic dbt project/38 - Creating our first model yml file.mp424.1 MB
~Get Your Files Here !/3 - Building the basic dbt project/38 - Lesson-notes-generating-our-first-model-yml-file.pdf33.7 KB
~Get Your Files Here !/3 - Building the basic dbt project/39 - Adding tests to our first model yml file.mp479.5 MB
~Get Your Files Here !/3 - Building the basic dbt project/39 - Lesson-notes-adding-tests-to-our-first-model-yml-file.pdf27 KB
~Get Your Files Here !/3 - Building the basic dbt project/40 - Lesson-notes-default-materialisation.pdf26.2 KB
~Get Your Files Here !/3 - Building the basic dbt project/40 - Setting up our models to materialise as tables instead of views.mp448.4 MB
~Get Your Files Here !/3 - Building the basic dbt project/41 - Getting the rest of our staging stg SQL models set up.mp434.2 MB
~Get Your Files Here !/3 - Building the basic dbt project/42 - Link the dbt clean command.txt48 B
~Get Your Files Here !/3 - Building the basic dbt project/42 - Using dbt clean to get table materialisation working.mp416.6 MB
~Get Your Files Here !/3 - Building the basic dbt project/43 - Getting the rest of the staging stg yml files set up.mp477.8 MB
~Get Your Files Here !/3 - Building the basic dbt project/43 - Lesson-notes-other-staging-yml-files.pdf37.5 KB
~Get Your Files Here !/3 - Building the basic dbt project/44 - Taking stock of our staging stg data models.mp443 MB
~Get Your Files Here !/3 - Building the basic dbt project/45 - The target folder.mp466.3 MB
~Get Your Files Here !/3 - Building the basic dbt project/46 - Getting our first intermediate int SQL model set up.mp455 MB
~Get Your Files Here !/3 - Building the basic dbt project/46 - Lesson-notes-first-int-SQL-model.pdf41.8 KB
~Get Your Files Here !/3 - Building the basic dbt project/47 - Getting our first intermediate int yml file set up.mp491.6 MB
~Get Your Files Here !/3 - Building the basic dbt project/47 - Lesson-notes-first-int-yml-file.pdf34.8 KB
~Get Your Files Here !/3 - Building the basic dbt project/48 - Getting our mart SQL model set up.mp488.8 MB
~Get Your Files Here !/3 - Building the basic dbt project/48 - Lesson-notes-first-mart-SQL-model.pdf55.4 KB
~Get Your Files Here !/3 - Building the basic dbt project/49 - Getting our mart yml file set up.mp456.6 MB
~Get Your Files Here !/3 - Building the basic dbt project/49 - Lesson-notes-first-mart-yml-file.pdf30.2 KB
~Get Your Files Here !/3 - Building the basic dbt project/50 - Lesson-notes-basic-project-complete.pdf50.1 KB
~Get Your Files Here !/3 - Building the basic dbt project/50 - Our basic dbt project is now complete.mp420.2 MB
~Get Your Files Here !/4 - Advanced dbt testing/51 - Lesson-notes-default-severity.pdf30.2 KB
~Get Your Files Here !/4 - Advanced dbt testing/51 - Setting default test severity in dbtprojectyml.mp449.6 MB
~Get Your Files Here !/4 - Advanced dbt testing/52 - Link to dbt documentation on severity.txt59 B
~Get Your Files Here !/4 - Advanced dbt testing/52 - Setting test severity and thresholds.mp4107.4 MB
~Get Your Files Here !/4 - Advanced dbt testing/53 - Link to dbt codegen repo.txt39 B

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