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

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4 GB
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1
Files
98
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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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File list
  • Udemy - Mastering Dbt (Data Build Tool) - From Beginner To Pro
  • ~Get Your Files Here !/1 - Introduction/1 - Instructor introduction.mp4 34.2 MB
  • ~Get Your Files Here !/1 - Introduction/10 - dbt Core vs dbt Cloud.mp4 23.2 MB
  • ~Get Your Files Here !/1 - Introduction/2 - 1b-c.Course-outline-introduction.pdf 35.5 KB
  • ~Get Your Files Here !/1 - Introduction/2 - Course outline.mp4 30.1 MB
  • ~Get Your Files Here !/1 - Introduction/3 - Course introduction.mp4 38.5 MB
  • ~Get Your Files Here !/1 - Introduction/4 - A brief history of the data stack.mp4 33.7 MB
  • ~Get Your Files Here !/1 - Introduction/5 - Benefits of dbt inferring dependencies.mp4 54.5 MB
  • ~Get Your Files Here !/1 - Introduction/6 - Benefits of dbt documentation testing.mp4 52.8 MB
  • ~Get Your Files Here !/1 - Introduction/7 - Benefits of dbt Pythonlike functionality.mp4 61.3 MB
  • ~Get Your Files Here !/1 - Introduction/8 - How dbt has solved a lot of problems in the data stack.mp4 24.8 MB
  • ~Get Your Files Here !/1 - Introduction/9 - 1d-i.Introduction-to-dbt.pdf 1.2 MB
  • ~Get Your Files Here !/1 - Introduction/9 - How dbt fits in the data stack.mp4 52.5 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/11 - Section overview.mp4 8.2 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/12 - Creating a Gmail account.mp4 7.9 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/12 - Link to Google signup page.txt 34 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/13 - Link to Google BigQuery.txt 33 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/13 - Setting up a BigQuery project with billing.mp4 19.5 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/14 - Link to BigQuery UI.txt 41 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/14 - Link to Google Cloud Billing.txt 40 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/14 - Optional If you have issues with BigQuery billing.mp4 11.9 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/15 - Link to BigQuery UI.txt 41 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/15 - The BigQuery UI.mp4 35.4 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/16 - Link to the dataset well be using.txt 91 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/16 - The dataset youll be using.mp4 32.2 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/17 - Link to Python 310 download page.txt 54 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/17 - Mac Installing Python 310.mp4 13.2 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/18 - Link to Python 310 download page.txt 54 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/18 - Windows Installing Python 310.mp4 15.3 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/18 - Windows Python install instructions.txt 58 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/19 - Downloading VSCode and setting up shortcuts.mp4 43.1 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/19 - keybindings.json 536 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/19 - keyboard-shortcuts-macos.pdf 202.4 KB
  • ~Get Your Files Here !/2 - Getting set up with your tools/19 - keyboard-shortcuts-windows.pdf 142.3 KB
  • ~Get Your Files Here !/2 - Getting set up with your tools/19 - Link to VSCode download page.txt 30 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/20 - Creating a GitHub account.mp4 17 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/20 - Link to GitHub account creation page.txt 23 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/21 - 2i.Forking-vs.cloning.pdf 157.6 KB
  • ~Get Your Files Here !/2 - Getting set up with your tools/21 - Forking vs cloning.mp4 22.2 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/22 - Forking the repository.mp4 16.2 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/22 - Link to the repository well be using for this course.txt 54 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/23 - Optional If you have issues syncing your forked repository.mp4 59.8 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/24 - Installing the recommended extensions in VSCode.mp4 3.5 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/25 - 2m.Whats-a-venv.pdf 124.7 KB
  • ~Get Your Files Here !/2 - Getting set up with your tools/25 - Whats a virtual environment venv.mp4 25.3 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/26 - Adding Python to path in Windows.txt 78 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/26 - Python guide for Windows.txt 44 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/26 - Setting up our virtual environment and installing packages.mp4 22.5 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/27 - Link to dbt docs on BigQuery setup.txt 90 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/27 - Link to gcloud install page.txt 41 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/27 - Setting up dbt for BigQuery.mp4 21.6 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/28 - Lesson-notes-trialling-the-model-project.pdf 70.8 KB
  • ~Get Your Files Here !/2 - Getting set up with your tools/28 - Trialling our model dbt project.mp4 46.4 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/29 - Link to the autocomplete repository.txt 47 B
  • ~Get Your Files Here !/2 - Getting set up with your tools/29 - Setting up dbt autocomplete.mp4 22.7 MB
  • ~Get Your Files Here !/2 - Getting set up with your tools/30 - Run through of how our final project will look.mp4 66.1 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/31 - Lesson-notes-dbt-init.pdf 26.7 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/31 - The dbt init command.mp4 29 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/32 - Version control with GitHub.mp4 69.8 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/33 - Debugging-dbt-Power-User.pdf 135.8 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/33 - keybindings.json 536 B
  • ~Get Your Files Here !/3 - Building the basic dbt project/33 - Setting up dbt Power User.mp4 84.5 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/33 - settings.json 1.3 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/34 - How well structure our project.mp4 56.1 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/35 - Creating our first source src yml file.mp4 48.2 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/35 - Lesson-notes-sources.pdf 39.6 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/35 - Link to dbt documentation on version 2.txt 50 B
  • ~Get Your Files Here !/3 - Building the basic dbt project/36 - Creating our first staging stg SQL model.mp4 73.2 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/36 - Lesson-notes-our-first-SQL-model.pdf 40.8 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/37 - Lesson-notes-running-our-first-SQL-file.pdf 32.3 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/37 - Running our first staging stg SQL model.mp4 41.3 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/38 - Creating our first model yml file.mp4 24.1 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/38 - Lesson-notes-generating-our-first-model-yml-file.pdf 33.7 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/39 - Adding tests to our first model yml file.mp4 79.5 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/39 - Lesson-notes-adding-tests-to-our-first-model-yml-file.pdf 27 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/40 - Lesson-notes-default-materialisation.pdf 26.2 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/40 - Setting up our models to materialise as tables instead of views.mp4 48.4 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/41 - Getting the rest of our staging stg SQL models set up.mp4 34.2 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/42 - Link the dbt clean command.txt 48 B
  • ~Get Your Files Here !/3 - Building the basic dbt project/42 - Using dbt clean to get table materialisation working.mp4 16.6 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/43 - Getting the rest of the staging stg yml files set up.mp4 77.8 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/43 - Lesson-notes-other-staging-yml-files.pdf 37.5 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/44 - Taking stock of our staging stg data models.mp4 43 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/45 - The target folder.mp4 66.3 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/46 - Getting our first intermediate int SQL model set up.mp4 55 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/46 - Lesson-notes-first-int-SQL-model.pdf 41.8 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/47 - Getting our first intermediate int yml file set up.mp4 91.6 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/47 - Lesson-notes-first-int-yml-file.pdf 34.8 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/48 - Getting our mart SQL model set up.mp4 88.8 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/48 - Lesson-notes-first-mart-SQL-model.pdf 55.4 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/49 - Getting our mart yml file set up.mp4 56.6 MB
  • ~Get Your Files Here !/3 - Building the basic dbt project/49 - Lesson-notes-first-mart-yml-file.pdf 30.2 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/50 - Lesson-notes-basic-project-complete.pdf 50.1 KB
  • ~Get Your Files Here !/3 - Building the basic dbt project/50 - Our basic dbt project is now complete.mp4 20.2 MB
  • ~Get Your Files Here !/4 - Advanced dbt testing/51 - Lesson-notes-default-severity.pdf 30.2 KB
  • ~Get Your Files Here !/4 - Advanced dbt testing/51 - Setting default test severity in dbtprojectyml.mp4 49.6 MB
  • ~Get Your Files Here !/4 - Advanced dbt testing/52 - Link to dbt documentation on severity.txt 59 B
  • ~Get Your Files Here !/4 - Advanced dbt testing/52 - Setting test severity and thresholds.mp4 107.4 MB
  • ~Get Your Files Here !/4 - Advanced dbt testing/53 - Link to dbt codegen repo.txt 39 B

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